Search Results (8,978)

Background: Prostate cancer (PCa) is the leading male urinary malignancy globally. Our previous article demonstrated the anti-PCa activity of Euphorbia humifusa Willd water extract (EHW) and some of its compounds via downregulating AR expression, but the anti-PCa active compounds from Euphorbia humifusa Willd (EH) and their mechanisms of action are yet to be clarified. Thus, the current article studied the in vitro anti-PCa effects of 3,3′-di-O-methylellagic acid (3,3′-di-O-Me-EA) derived from EHW and the related mechanism involved. Methods: 3,3’-di-O-Me-EA was isolated from EHW applying bioassay-guided fractionation. The spectroscopic methods were used to determining the structure of 3,3′-di-O-Me-EA. The drug-likeness and ADMET properties (absorption, distribution, metabolism, excretion, and toxicity) of 3,3′-di-O-Me-EA were analyzed in silico. Molecular docking and real-time surface plasmon resonance (SPR) analysis were performed to measure the interaction of 3,3′-di-O-Me-EA and VDAC1 protein. The viability and apoptosis of 22RV-1 and DU145 PCa cells were determined using MTT and Annexin V-FITC staining assay, respectively. q-PCR and Western blot experiments were used to analyzing the gene and protein expressions of VDAC1. Results: 3,3′-di-O-Me-EA was isolated and purified from EHW with a purity of ≥90.06%, and its structure was identified by HRTOF mass, NMR, and an authentic standard. In silico ADMET analysis indicated its favorable drug-like and pharmacokinetic properties. Molecular docking and SPR results confirmed that 3,3′-di-O-Me-EA could bind with the VDAC1 protein. Moreover, 3,3′-di-O-Me-EA dose- and time-dependently inhibited 22RV-1 and DU145 PCa cell viability, and induced apoptosis in a dose-dependent manner (p < 0.05). RT-qPCR and Western blot results showed that 3,3′-di-O-Me-EA dose-dependently up-regulated VDAC1 gene and protein expression levels in 22RV-1 and DU145 cells (p < 0.05). Meanwhile, in VDAC1-depleted 22RV-1 and DU145 cells, 3,3′-di-O-Me-EA down-regulated VDAC1 gene and protein expression levels, increased cell viability, and inhibited apoptosis compared to 22RV-1 and DU145 cells (p < 0.05). Furthermore, 3,3′-di-O-Me-EA enhanced VDAC1 gene and protein expression levels, inhibited cell viability, and induced apoptosis in VDAC1-overexpressed 22RV-1 and DU145 cells compared with 22RV-1 and DU145 cells (p < 0.05). Overall, EH active compound 3,3′-di-O-Me-EA may inhibit viability and induce apoptosis of 22RV-1 and DU145 PCa cells via up-regulating VDAC1 gene and protein expression levels. Conclusion: The results indicated that the 22RV1 and DU145 PCa cell viability inhibitory effects of 3,3′-di-O-Me-EA isolated from EH may be mediated by induction of apoptosis through up-regulation of VDAC1 gene and protein expression levels. Full article

In this study, we developed a multiplex one-tube nested real-time fluorescent quantitative PCR (mONRT-PCR) assay integrated with a portable, fully automated nucleic acid point-of-care testing (POCT) platform for the detection of Haemophilus influenzae (H. influenzae), Listeria monocytogenes (L. monocytogenes), and Cryptococcus neoformans (C. neoformans) in cerebrospinal fluid (CSF). The assay enables nested amplification within a closed system using conventional primers and probes, thereby reducing operational complexity and minimizing contamination risk. Analytical evaluation demonstrated limits of detection of 10⁰ copies/μL for H. influenzae and L. monocytogenes, and 10¹ copies/μL for C. neoformans using recombinant plasmids, as well as 10⁻⁷ to 10⁻⁶ ng/μL using genomic DNA. No cross-reactivity was observed when tested against a panel of 17 common non-target microorganisms encountered in clinical microbiology laboratories. In simulated CSF samples, the assay maintained detectable amplification at low pathogen concentrations. When implemented on the POCT platform, detection limits reached 5, 10, and 50 CFU/mL for the three pathogens, respectively. Clinical evaluation using 43 CSF samples showed almost perfect agreement with conventional qPCR (κ = 0.861, p < 0.001). Notably, additional C. neoformans detections were observed by mONRT-PCR-POCT compared with qPCR, suggesting improved sensitivity under clinical conditions. The assay yielded results within approximately 1 h and 47 min. These findings indicate that the proposed assay provides a rapid, sensitive, and integrated approach for meningitis pathogen detection, while maintaining a practical balance between analytical performance and operational simplicity. Further validation in larger cohorts is warranted. Full article

Walnut is an important nut with a rich nutritional profile and associated health benefits for the human body. B-box (BBX) proteins containing one or two BBX motifs play pivotal roles in plant growth and developmental processes; nevertheless, the functions of JrBBXs in walnut anthocyanin biosynthesis remain inadequately understood. In this study, 39 JrBBXs in red walnut ‘RW-1’ were identified, with phylogenetic analysis suggesting that they were divided into six classes based on the distribution of conserved domains and unevenly distributed on 14 chromosomes. Promoter analysis demonstrated that JrBBX promoters possessed an abundance of light responsiveness elements, ABA responsiveness elements, MYB binding sites and MYC binding sites. The transcriptome analysis results demonstrated that eight JrBBXs were differently expressed in normal green walnut ‘Zhonglin 1’ and red walnut ‘RW-1’ seed coats. Furthermore, qRT-PCR (quantitative real-time polymerase chain reaction) analysis showed that JrBBX3 exhibited lower expression during seed coat development in ‘RW-1’. Y1H (Yeast One-Hybrid) and LUC (dual-luciferase reporter) assays revealed that JrBBX3 directly inhibited the expression of JrUFGT5, considered a key anthocyanin biosynthesis structural gene in research. Subcellular localization analysis indicated both cytoplasmic and nuclear localization of JrBBX3. Transient overexpression of JrBBX3 in walnut leaves resulted in reduced JrUFGT5 expression and anthocyanin accumulation. Collectively, these findings revealed the negative regulation of JrBBX3 in red walnut anthocyanin biosynthesis, and provided a basis to further study the anthocyanin biosynthesis mechanism of red walnut. Full article

Background/Objectives: Down syndrome (DS) is characterised by a marked susceptibility to early-onset severe periodontitis, suggesting an intrinsic host predisposition. Interleukin-1 (IL-1) gene variants may influence inflammatory burden, yet DS-specific evidence is limited. Methods: Nineteen Caucasian adults with DS underwent a comprehensive periodontal examination and received a periodontal diagnosis according to the AAP/EFP 2018 classification. Buccal swabs were genotyped by real-time PCR for IL1A −889, IL1B +3954 and IL1RN +2018; the composite IL1A/B genotype was also evaluated. Results: All participants presented advanced, generalized periodontitis (Stage III/IV: 37%/63%; Grade B/C: 32%/68%). Variant alleles were detected in 63% for IL1A, 53% for IL1B and 37% for IL1RN, and the composite IL-1A/B genotype in 47%. Variant carriage showed associations with higher Clinical Attachment Loss (IL1A p = 0.03; IL1B p = 0.002; composite p = 0.012) and Bleeding on Probing (IL1A p = 0.02; IL1RN p = 0.05; composite p = 0.04). The composite genotype was associated with Stage IV (p = 0.027) and Grade C (p = 0.005), and tooth loss was greater among variant carriers for all polymorphisms (p = 0.01). Conclusions: In this DS cohort with advanced periodontitis, IL-1 variants (particularly the composite IL1A/B genotype) were frequently observed and were associated with greater periodontal severity and tooth loss. Full article

Background: Triple-negative breast cancer (TNBC) is associated with poor prognosis and limited targeted treatment options. The urokinase plasminogen activator receptor (uPAR) contributes to tumor aggressiveness and may be regulated by microRNAs such as miR-221. This study aimed to evaluate the prognostic relevance of uPAR mRNA and miR-221 expression in TNBC. Methods: uPAR mRNA and miR-221 expression levels were quantified by real-time PCR in tumor tissues from 101 patients with TNBC. Associations with clinicopathological parameters and disease-free survival (DFS) were analyzed using univariate and multivariable Cox regression models. In silico analyses of publicly available datasets were performed for validation and, in addition, for further miR-221 target prediction. Results: In both univariate and multivariable analyses, high uPAR mRNA expression was associated with shorter DFS, whereas, in contrast, elevated miR-221 expression correlated with improved DFS. No inverse correlation between uPAR and miR-221 expression was observed, making a direct regulatory miR-221/uPAR axis in TNBC unlikely. Still, combined analysis revealed a pronounced additive prognostic effect, with high uPAR and low miR-221 expression identifying patients with the poorest DFS. These findings were supported by in silico analysis with publicly available patient data. Finally, other potential miR-221 targets were identified by applying in silico target prediction. Conclusions: uPAR and miR-221 represent independent prognostic markers in TNBC. Their combined expression provides additional prognostic value for disease-free survival and supports their potential relevance as biomarkers and therapeutic targets in TNBC. Full article

Age-related macular degeneration (AMD) is a complex retinal disease influenced by genetic and metabolic factors. Genetic variants impact disease susceptibility, while alterations in amino acid and purine metabolism are involved in AMD development. This study aimed to examine the association between the COL2A1 rs1635529 polymorphism and AMD, as well as its relation to specific metabolites. The study comprised 919 participants: 261 with early AMD, 229 with exudative AMD, and 429 controls. DNA was extracted using the salting-out method, and genotyping was performed using real-time PCR. Metabolite levels were analysed with liquid chromatography–mass spectrometry. Statistical analysis was conducted using IBM SPSS Statistics 27.0. Logistic regression revealed that carriers of the GT + TT genotypes had a 1.63-fold higher risk of early AMD (p = 0.046). The T allele was also linked to a 1.67-fold elevated risk (p = 0.033). No significant associations were observed in exudative AMD. Furthermore, lower leucine levels were noted in exudative AMD patients, and inosine levels were reduced in GT genotype carriers within the early AMD group. The COL2A1 rs1635529 polymorphism showed a nominal association with early AMD, but not exudative AMD. Differences in leucine and inosine levels were observed, suggesting a potential link between genetic variation and metabolic alterations. These findings indicate possible involvement of collagen-related and metabolic pathways in early disease development; however, the results should be interpreted with caution and require validation in larger studies. Full article

Galeruca daurica (Joannis) (Coleoptera: Chrysomelidae) is an oligophagous pest in which both adults and larvae prefer to feed on Allium forage grasses of the Liliaceae family. In this study, we identified gustatory receptor (GR) genes based on the transcriptome data of G. daurica; analyzed the expression profiles of these GR genes across different larval instars and various tissues of male and female adults using quantitative real-time PCR (qRT-PCR); detected the electrophysiological responses of the mouthparts of male and female G. daurica adults to flavonoids and carbohydrates using single sensillum recording (SSR); and recorded the changes in food consumption of G. daurica adults after feeding on six host plant-derived metabolites. A total of 26 GR genes were identified from the transcriptome data of adult and larval of G. daurica. Phylogenetic analysis was performed to screen candidate functional gustatory receptor genes, including four sugar receptors (GdauGR7, GdauGR10, GdauGR14 and GdauGR28), seven bitter receptors (GdauGR11, GdauGR16~17, GdauGR22, GdauGR25~26 and GdauGR30), and two CO₂ receptors (GdauGR15 and GdauGR20). Larval expression profiling of GdauGRs in G. daurica revealed that the relative expression levels of 17 genes exhibited dynamic changes during larval growth and development. GdauGRs were expressed to varying degrees in the antennae, mouthparts, brain, gut, and forelegs of adult G. daurica, with sex-specific differences. Notably, the expression levels of GdauGR4, GdauGR9 and GdauGR16 in the gut were extremely significantly higher than those in other tissues. In the SSR test, the six tested flavonoids and one carbohydrate were able to induce robust electrophysiological responses in the gustatory sensilla on the antennae and mouthparts of adult G. daurica at specific concentrations. In addition, the supplementation of several host-derived metabolites altered the food consumption of adult G. daurica. These findings lay a solid foundation for elucidating the molecular mechanisms underlying gustatory recognition and host adaptation in G. daurica. Full article

Microbial contamination in aquatic environments poses severe threats to aquaculture sustainability, ecological balance and public health. Traditional culture-based detection methods, while standardized, are time-consuming and labor-intensive, often failing to meet the urgent need for rapid on-site monitoring required to prevent disease outbreaks and manage water quality effectively. By integrating latest research advances (2020–2025), this study reviews advances in rapid detection technologies for aquatic microorganisms, including the evolution of nucleic acid amplification strategies, with a focused comparison of the analytical sensitivity and field deployability of quantitative polymerase chain reaction (qPCR) and mainstream isothermal amplification techniques (loop-mediated isothermal amplification, LAMP; recombinase polymerase amplification, RPA). Furthermore, this study reports on the emergence of Clustered Regularly Interspaced Short Palindromic Repeat (CRISPR)-associated protein (Cas) systems as next-generation diagnostic tools, highlighting their integration with microfluidic Lab-on-a-Chip (LOC) platforms to achieve attomolar sensitivity. We also consider the application of portable nanopore sequencing for real-time pathogen identification and the growing role of Artificial Intelligence (AI) in analyzing complex diagnostic datasets. Advanced molecular methods have achieved significant reductions in time consumption—from days to less than one hour—while challenges regarding sample preparation and environmental matrix inhibition remain. The future of aquatic monitoring lies in integrated, automated systems that combine the specificity of CRISPR-Cas diagnostics with the connectivity of IoT-enabled biosensors. Comparative analysis indicates that isothermal amplification methods (LAMP, RPA) coupled with CRISPR-Cas systems offer the optimal balance of sensitivity, speed, and field deployability for point-of-care aquaculture diagnostics, while qPCR/dPCR remain indispensable for quantitative regulatory applications. We propose a structured technology selection framework to guide researchers and practitioners in choosing appropriate detection modalities based on specific sensitivity, cost, throughput, and deployment requirements. Full article

Pinealectomy leads to melatonin deficiency, which is known to disrupt circadian clock regulation and may increase vulnerability of the hippocampus to oxidative stress and neuroinflammatory processes. The objective of this study was to examine the gene expression levels of circadian locomotor output cycles kaput (CLOCK), brain and muscle ARNT-like 1 (BMAL1), period circadian regulator 1 (PER1), cryptochrome circadian regulator 1 (CRY1), brain-derived neurotrophic factor (BDNF), and interleukin-6 (IL-6) in the hippocampus to elucidate the impact of pinealectomy-induced circadian dysregulation on these gene expressions and to assess its association with hippocampal alterations. A total of 30 Wistar rats were randomly divided into three groups: Control, Sham, and Pinealectomy (PNX) (n = 10 per group). Gene expression levels were analyzed using quantitative real-time polymerase chain reaction (qRT-PCR). Immunohistochemical analysis was performed to assess caspase-3 and glial fibrillary acidic protein (GFAP) immunoreactivity. In addition, oxidative stress parameters, including malondialdehyde (MDA), superoxide dismutase (SOD), catalase (CAT), and glutathione (GSH), as well as the inflammatory marker tumor necrosis factor-alpha (TNF-α), were measured. The pinealectomy group showed a significant downregulation of BMAL1, BDNF, CLOCK, CRY1, and PER1 gene expression levels, with decreases ranging from approximately 60% to 83% compared with the sham and control groups, whereas IL-6 expression was significantly increased by approximately 185% (p < 0.05). Immunohistochemical analysis demonstrated significantly increased caspase-3 and GFAP immunoreactivity in the PNX group. Furthermore, pinealectomy resulted in a significant increase in MDA and TNF-α levels, accompanied by marked decreases in SOD, CAT, and GSH levels (p < 0.05). In conclusion, pinealectomy is associated with significant disruption of hippocampal circadian clock gene expression, accompanied by oxidative stress, neuroinflammation, and histopathological alterations. These findings highlight the critical role of circadian regulation in maintaining hippocampal cellular integrity. Full article

Background: Midkine (MDK), a secreted heparin-binding growth factor, is involved in tumor progression and metastasis. While serum MDK is widely recognized as a potential prognostic biomarker for colorectal cancer (CRC), its specific functional role and underlying mechanisms in CRC development are not fully understood. Methods: The four publicly available CRC microarray datasets—GSE41258, GSE44076, GSE81558, and GSE117606—along with TCGA-COAD and TCGA-READ datasets and their associated clinical data were obtained. MDK expression was measured at both the mRNA and protein levels using quantitative real-time PCR (qRT-PCR) and Western blotting. To investigate its oncogenic functions, a comprehensive set of assays was performed: transwell and wound healing assays for invasion and migration; CCK-8 and colony formation assays for proliferation; and tail vein/spleen injection models combined with xenograft models to study metastasis and tumor growth in vivo. To uncover underlying mechanisms, Western blotting was used to examine the involvement of epithelial–mesenchymal transition (EMT) and the PI3K/AKT signaling pathway. Results: MDK is significantly overexpressed in CRC tissues and cells compared to normal tissues and cells. Notably, patients with high MDK levels show poorer overall survival (OS). Overexpression of MDK increases CRC invasion, migration, proliferation, and metastasis both in vivo and in vitro, while its knockdown reverses these effects. Mechanistically, MDK activates the PI3K/AKT pathway, leading to increased AP2A1 expression and promotion of EMT in CRC. Conclusions: MDK promotes invasion, migration, proliferation, metastasis, and EMT in CRC cells through the PI3K/AKT pathway by inducing AP2A1 expression, which could serve as a diagnostic marker. The PI3K inhibitor LY294002 significantly reduces AP2A1 levels and inhibits MDK-induced malignant behaviors. Targeting MDK-related signaling pathways may offer new strategies for CRC treatment. Full article

Background/Objectives: Phthalates are a group of organic compounds widely used for enhancement in flexibility and transparency of polyvinyl chloride (PVC) products. Exposure to phthalate-containing substances has been shown to affect brain function, particularly in learning and memory processes. Quercetin is a plant-derived flavonoid with remarkable anti-oxidant and anti-inflammatory potential. This study investigated the possible protective effects of quercetin on spatial learning and memory, histomorphometric changes, and hippocampal expression of inflammatory cytokines (TNF-α and IL-6) in male mice exposed to di(2-ethylhexyl) phthalate (DEHP). Methods: A total of 42 male mice were divided into seven groups. Quercetin was administered orally at doses of 25 and 50 mg/kg/day, either alone or in combination with DEHP (200 mg/kg/day). Following the final day of the treatment, spatial learning and memory were assessed by the Morris Water Maze test. Hippocampal tissues were sampled for Nissl, H&E, and immunofluorescence staining. Quantitative real-time PCR was used to measure the expression of TNF-α and IL-6. Results: The DEHP group exhibited significant impairments in learning and memory, neuronal damage, and cellular disorganization in the hippocampus, along with increased astrocyte activation and elevated expression of TNF-α and IL-6. On the other hand, quercetin supplementation significantly reduced these inflammatory markers and histological damages and also improved spatial learning and memory. Conclusions: Overall, quercetin improves cognitive function that is associated with attenuating astrocyte activation and inflammation. Full article

Background: Respiratory syncytial virus (RSV) is a leading global pathogen of acute lower respiratory tract infection, posing significant risks to infants, the elderly, and immunocompromised patients. Artemisia argyi Levl.et Vant Extract (AALE) and its active components have a variety of pharmacological effects, but their anti-RSV potential remains unclear. The aim of this study is to investigate the anti-RSV activity of AALE and parthenolide and its underlying mechanisms. Methods: Cell counting kit-8 (CCK-8) assay was used to determine the anti-RSV activities of AALE and parthenolide. Time-of-addition assay and phase of action analysis were used to explore the effect of drugs on the viral replication cycle. Quantitative polymerase chain reaction (qRCR), immunofluorescence (IF) and Western blot (WB) were used to investigate the effects of AALE and parthenolide on RSV-F gene and protein and on RIG-I/TLR-3 pathway related molecules in vitro. In vivo antiviral efficacy was verified by hematoxylin–eosin (HE) staining for lung histopathology, quantitative real-time PCR (qPCR) quantification of RSV-F, RIG-I, TLR-3, IRF3, IL-6, and IFN-β gene expression in lung tissues, and enzyme-linked immunosorbent assay (ELISA) for serum IL-6 and IFN-β levels. Results: AALE exhibited the strongest anti-RSV activity among the extracts (SI = 27.6), while parthenolide was the most potent monomeric compound (SI = 8.19). In vitro, both AALE and parthenolide were effective in the co-treatment and post-treatment models, reducing RSV-F gene and F protein levels in infected cells. Furthermore, they alleviated RSV infection by regulating RIG-I and TLR-3 pathway-related genes and proteins. In vivo, AALE and parthenolide suppressed lung index and RSV proliferation, attenuated lung injury, and down-regulated RIG-I, TLR-3, IRF3, IL-6, and IFN-β expression in the lungs of RSV-infected mice. Conclusions: AALE and its component parthenolide can inhibit the invasion and replication of RSV, making it a potential candidate for the treatment of RSV-related diseases. Full article

Phosphorus deficiency in the environment induces phosphate (Pi) starvation responses of plants, in which the phosphate transporter is one of the most critical functional genes in this response mechanism. As a prevalent green manure crop in China, Vicia villosa plays a critical role in sustainable agricultural systems, and the expression of its phosphate transporter gene (VvPHT1) is modulated by soil phosphorus availability, highlighting its key adaptive function in nutrient acquisition and utilization under low-Pi conditions. Functional studies of this gene and its promoter contribute to exploring the molecular mechanisms of the tolerance of green manure crops to low phosphorus stress and to improving phosphorus-efficient V. villosa varieties. In this study, analysis of the VvPHT1 promoter sequence revealed a 1524 bp region containing multiple root-specific cis-regulatory elements, including five NODCON2GM, one NODCON1GM, six OSE2ROOTNODULE, one OSE1ROOTNODULE, and fifteen ROOTMOTIFTAPOX1 motifs. Histochemical GUS staining of transgenic Arabidopsis (Arabidopsis thaliana (L.) Heynh.) showed that the VvPHT1 promoter directed root-specific expression of the GUS reporter gene. A fusion expression vector pCAMBIA1300-VvPHT1--GFP was constructed and transformed into tobacco (Nicotiana tabacum L.) cells for subcellular localization analysis, indicating that the protein encoded by VvPHT1 was localized to the plasma membrane. To quantify its expression, VvPHT1 transcript levels in VvPHT1-overexpressing Arabidopsis (OEPHT1) lines were analyzed by quantitative real-time PCR (qRT-PCR) under different phosphorus supply conditions. The results demonstrated that under low-Pi conditions, the expression of VvPHT1 was significantly upregulated in the OEPHT1 lines compared to those of normal-Pi conditions. Furthermore, under low-Pi treatment, the OEPHT1 lines showed significantly increased fresh weight, primary root length, phosphorus content, and chlorophyll content compared to the wild-type Arabidopsis (WT), while no such differences were observed under normal-Pi conditions. In conclusion, the VvPHT1 promoter exhibits root-specific activity, and the VvPHT1 gene encodes a plasma-membrane-localized phosphate transporter that is strongly induced by phosphorus deficiency. Its overexpression enhances phosphorus uptake and plant growth under low-Pi conditions, suggesting that VvPHT1 likely functions as a high-affinity phosphate transporter involved in the adaptation to phosphorus starvation. Full article

Non-invasive temperature estimation during online operation is a critical challenge in enclosed micro-reaction systems, particularly when the thermal mass of the working fluid varies dynamically or is uncertain. Conventional model-based approaches typically rely on fixed thermal parameters, leading to significant estimation errors when the actual reagent volume deviates from nominal conditions. To address this limitation, this study proposes a volume-adaptive temperature estimation framework applied to an ultrafast quantitative polymerase chain reaction (qPCR) system. By modeling the heat-transfer pathways via a simplified resistance–capacitance (RC) network, a nonlinear least squares (NLS) algorithm within an output-error (OE) framework is employed to identify key thermal parameters online. The framework separates the estimation into an offline calibration stage—where a thermocouple-equipped chip provides ground-truth data—and an online deployment stage that relies solely on non-invasive external measurements. This approach allows the system to explicitly compensate for volume-induced variations in thermal inertia. Validation experiments on an ultrafast qPCR platform with reagent volumes ranging from 100 to 250 $\mathsf{\mu }\mathrm{L}$ and heating rates exceeding 20 °C/s demonstrate that the method achieves robust performance, maintaining a mean absolute error (MAE) of reagent temperature at 0.24 ℃ and restricting the average volume estimation error to within 1.37 $\mathsf{\mu }\mathrm{L}$. DNA gel electrophoresis results further confirm the biological reliability of the temperature prediction strategy by verifying amplification specificity. This work provides a generalised solution for precise thermal management in micro-systems subject to variable thermal loads. Full article

Objective: In this study, the heat shock transcription factor (HSF) gene family in Ganoderma lucidum was systematically characterized. Using genomic and transcriptomic data, we identified HSF family members and investigated their expression patterns under temperature stress and their potential regulatory roles in triterpenoid biosynthesis. Methods: A genome-wide identification of HSF genes in G. lucidum was performed using bioinformatic approaches. A phylogenetic tree was constructed, and conserved motifs, gene structures, and protein tertiary structures were predicted. The relative expression levels of HSF genes and key mevalonate (MVA) pathway enzyme genes were examined by a quantitative real-time reverse transcription polymerase chain reaction (qRT-PCR) in mycelia subjected to temperature stress. Total triterpenoid content in fermented mycelia under temperature stress was determined using the vanillin–glacial acetic acid method. Results: Eight HSF family members (GlHSF1–GlHSF8) were identified in G. lucidum. Phylogenetic analysis revealed that GlHSF proteins were closely related to PoHSF from Pleurotus ostreatus. Transcriptomic analysis showed that HSF genes exhibited relatively high expression levels during the mature stage while being barely expressed during the mycelial stage. Under heat stress (42 °C), most GlHSF genes peaked at 18 h, with GlHSF2 showing the most pronounced response (approximately 13-fold upregulation). Downstream MVA pathway genes, including IDI, PMK, and MVD, were significantly upregulated at 24 h, whereas the upstream rate-limiting enzyme gene HMGR was continuously suppressed. Despite HMGR suppression, total triterpenoid content did not decrease significantly, likely due to the activation of downstream genes. Under cold stress (14 °C), the expression of most GlHSF and MVA pathway genes decreased, accompanied by a significant reduction in total triterpenoid content. Conclusions: The HSF gene family was identified in the G. lucidum genome. Based on expression analysis, GlHSF2 showed the strongest response under heat stress, and its expression peak was correlated with the sequential activation of downstream genes in the MVA pathway. This suggests that GlHSF2 acts as a potential key regulatory node, differentially regulating upstream and downstream MVA pathway genes to influence triterpenoid biosynthesis under heat stress. These findings provide a theoretical basis for future research on the biological functions of GlHSF homeostasis. Full article