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30 pages, 3328 KB  
Systematic Review
A Systematic Review and Meta-Analysis of Preoperative Biliary Drainage Methods in Periampullary Tumors
by Septimiu Alex Moldovan, Emil Ioan Moiș, Florin Graur, Ion Cosmin Puia, Iulia Vlad, Vlad Ionuț Nechita, Luminiţa Furcea, Florin Zaharie, Călin Popa, Daniel Corneliu Leucuța, Simona Mirel, Mihaela Ştefana Moldovan, Tudor Mocan, Andrada Seicean, Andra Ciocan and Nadim Al Hajjar
J. Clin. Med. 2025, 14(19), 7097; https://doi.org/10.3390/jcm14197097 - 8 Oct 2025
Abstract
Background: Pancreatic and hepatobiliary tumors continue to rank among the deadliest cancers worldwide. Due to a low response rate to treatment, these tumors continue to have a high death rate, a poor prognosis and survival rate, and an overall poor patient outcome. [...] Read more.
Background: Pancreatic and hepatobiliary tumors continue to rank among the deadliest cancers worldwide. Due to a low response rate to treatment, these tumors continue to have a high death rate, a poor prognosis and survival rate, and an overall poor patient outcome. The multimodal strategy used in current treatment includes systemic therapy, radiation therapy, and surgery. However, surgery remains the only treatment with curative intent. Preoperative biliary drainage has a direct impact on the perioperative prognosis of patients with obstructive jaundice and significantly compromised liver function due to hepato-bilio-pancreatic malignancies. Our study’s goal was to determine the safest and most efficient preoperative biliary drainage technique by conducting a systematic review and meta-analysis of resectable periampullary cancers. Methods: Our approach consisted of searching PubMed, BMC Medicine, and Scopus databases using keywords with a result of 1104 articles from 2010 to 2023. The remaining 24 articles that met our inclusion criteria were subjected to meta-analysis using R Commander 4.3.2. Results: Endoscopic retrograde biliary drainage (ERBD) demonstrated a higher rate of postprocedural pancreatitis (RR = 2.22, p < 0.01), intra-abdominal abscess (RR = 1.64, p < 0.01), and delayed gastric emptying (DGE) (RR = 2.07, p < 0.01) than percutaneous transhepatic biliary drainage (PTBD) or endoscopic nasobiliary drainage (ENBD). Plastic stent (PS) had higher rates of catheter occlusion (RR = 2.20, p < 0.01) and POPF (RR = 1.66, p < 0.01) compared to self-expandable metallic stent (SEMS), which could explain a longer hospital stay (MD = 2.41 days, p < 0.01). However, PS had lower rates of grade 1–2 complications (RR = 0.79, p = 0.017) and wound infection rates (RR = 0.66, p = 0.017) than self-expandable metallic stent (SEMS). Conclusions: The choice of a preoperative drainage method can influence postprocedural and postoperative complications rates. ERBD appears to be associated with higher procedure-related and postoperative complication rates and may be linked to a prolonged hospital stay compared to ENBD or PTBD. Moreover, the type of stent placed through ERBD procedure had an important impact on prognosis, as PS had a higher rate of catheter occlusion and POPF, with a prolonged hospital stay compared to SEMS, while mild complications and wound infections were less common in PS group. Full article
(This article belongs to the Section Oncology)
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10 pages, 233 KB  
Review
Navigating the Spectrum of Pancreatic Surgery Complications: A Review
by Sibi Krishna Thiyagarajan, Alfredo Verastegui, John A. Stauffer and Katherine Poruk
Complications 2025, 2(4), 24; https://doi.org/10.3390/complications2040024 - 2 Oct 2025
Viewed by 214
Abstract
Background: Despite advances in surgical techniques and perioperative care, pancreatic resections such as pancreaticoduodenectomy (PD) and distal pancreatectomy (DP) remain high-risk procedures. Postoperative complications significantly impact morbidity, mortality, and patient quality of life. Methods: This narrative review summarizes recent literature on major complications [...] Read more.
Background: Despite advances in surgical techniques and perioperative care, pancreatic resections such as pancreaticoduodenectomy (PD) and distal pancreatectomy (DP) remain high-risk procedures. Postoperative complications significantly impact morbidity, mortality, and patient quality of life. Methods: This narrative review summarizes recent literature on major complications following pancreatic surgery, including postoperative pancreatic fistula (POPF), delayed gastric emptying (DGE), and post-pancreatectomy hemorrhage (PPH), with an emphasis on incidence, risk factors, outcomes, and current preventive strategies. Results: POPF is a leading complication, occurring in 5–22% of cases and often linked with sepsis and hemorrhage. Key risk factors include high BMI, soft pancreatic texture, and small duct size. Preventive measures like Pasireotide, modified anastomosis techniques, and neoadjuvant therapy show variable success. DGE affects up to 57% of PD patients and is associated with prolonged recovery; antecolic reconstruction and erythromycin may reduce incidence. PPH, though less frequent (3–13%), can be life-threatening, particularly when secondary to POPF. Endovascular approaches are now favored for late arterial bleeding. Other complications include wound infections, abscesses, bile leaks, and pulmonary issues, all contributing to extended hospital stays and diminished quality of life. Conclusions: Pancreatic surgery continues to carry significant risks, with POPF, DGE, and PPH being the most impactful complications. While multiple interventions have shown promise, standardized protocols and predictive tools are still needed. Surgery should be performed in high-volume centers with experienced multidisciplinary teams to optimize outcomes. Full article
18 pages, 3197 KB  
Article
Transcriptome Analysis Revealed the Molecular Mechanism of Cyanogenic Glycoside Synthesis in Flax
by Xixia Song, Jinhao Zhang, Lili Tang, Hongmei Yuan, Dandan Yao, Weidong Jiang, Guangwen Wu, Lili Cheng, Dandan Liu, Lie Yang, Zhongyi Sun, Caisheng Qiu, Jian Zhang, Liuxi Yi and Qinghua Kang
Agronomy 2025, 15(10), 2327; https://doi.org/10.3390/agronomy15102327 - 1 Oct 2025
Viewed by 201
Abstract
This study aims to elucidate the molecular mechanisms underlying cyanogenic glycoside accumulation in flax. As an important oil and fiber crop, the nutritional value of flax is compromised by the toxicity of cyanogenic glycoside. To clarify the key genetic regulators and temporal patterns [...] Read more.
This study aims to elucidate the molecular mechanisms underlying cyanogenic glycoside accumulation in flax. As an important oil and fiber crop, the nutritional value of flax is compromised by the toxicity of cyanogenic glycoside. To clarify the key genetic regulators and temporal patterns of cyanogenic glycoside biosynthesis, transcriptomic sequencing was performed on seeds from high- and low-cyanogenic glycoside flax varieties (‘MONTANA16’ and ‘Xilibai’) at three developmental stages: bud stage, full flowering stage, and capsule-setting stage. A total of 127.25 Gb of high-quality data was obtained, with an alignment rate exceeding 87.80%. We identified 31,623 differentially expressed genes (DEGs), which exhibited distinct variety- and stage-specific expression patterns. Principal component analysis (PCA) and hierarchical clustering demonstrated strong reproducibility among biological replicates and revealed the seed pod formation stage as the period with the most significant varietal differences, suggesting it may represent a critical regulatory window for cyanogenic glycoside synthesis. GO and KEGG enrichment analyses indicated that DEGs were primarily involved in metabolic processes (including secondary metabolism and carbohydrate metabolism), oxidoreductase activity, and transmembrane transport functions. Of these, the cytochrome P450 pathway was most significantly enriched at the full bloom stage (H2 vs. L2). A total of 15 LuCYP450 and 13 LuUGT85 family genes were identified, and their expression patterns were closely associated with cyanogenic glycoside accumulation: In high-cyanogenic varieties, LuCYP450-8 was continuously upregulated, and LuUGT85-12 was significantly activated during later stages. Conversely, in low-cyanogenic varieties, high expression of LuCYP450-2/14 may inhibit synthesis. These findings systematically reveal the genetic basis and temporal dynamics of cyanogenic glycoside biosynthesis in flax and highlight the seed pod formation stage as a decisive regulatory window for cyanogenic glycoside synthesis. This study provides new insights into the coordinated regulation of cyanogenic pathways and establishes a molecular foundation for breeding flax varieties with low CNG content without compromising agronomic traits. Full article
(This article belongs to the Section Plant-Crop Biology and Biochemistry)
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13 pages, 237 KB  
Article
Impact of Gastrojejunostomy Configuration on Delayed Gastric Emptying Following Pancreaticoduodenectomy: A Single-Surgeon Retrospective Study
by Forat Swaid, Muhammad Masalha, Rajaa Elias, Ahmed Asadi, Osama Knaaneh, Monther Graieb, Miguel Gorenberg, Mohammad Sheikh-Ahmad, Walid Shalata and Abed Agbarya
Life 2025, 15(10), 1521; https://doi.org/10.3390/life15101521 - 26 Sep 2025
Viewed by 329
Abstract
Delayed gastric emptying (DGE) is a significant complication following pancreaticoduodenectomy, affecting 20–40% of patients and impacting hospital stay, healthcare costs, and adjuvant therapy initiation. Different gastrojejunostomy configurations have been investigated to reduce DGE rates, with conflicting results presented in the literature. This retrospective [...] Read more.
Delayed gastric emptying (DGE) is a significant complication following pancreaticoduodenectomy, affecting 20–40% of patients and impacting hospital stay, healthcare costs, and adjuvant therapy initiation. Different gastrojejunostomy configurations have been investigated to reduce DGE rates, with conflicting results presented in the literature. This retrospective study analyzed 65 consecutive patients who underwent pylorus-preserving pancreaticoduodenectomy at Bnai-Zion Medical Center between August 2018 and December 2023. All procedures were performed by a single experienced surgeon using either antecolic (AC, n = 25) or transmesocolic (TMC, n = 40) reconstruction. DGE was classified according to International Study Group of Pancreatic Surgery criteria. The statistical analysis included logistic regression to identify risk factors. The overall DGE incidence was 23.1% (15/65 patients). The AC group demonstrated significantly higher DGE rates compared to the TMC group (40% vs. 12.5%, p = 0.01). Logistic regression analysis revealed a 5.91-fold increased risk of DGE with AC reconstruction (OR: 5.91; 95% CI: [1.44, 24.25]; p = 0.014). All severe DGE cases (grades B and C) occurred exclusively in the AC group. Hospital stay was significantly longer in DGE patients (median: 26 vs. 13 days, p < 0.001). Other variables, including age, gender, smoking, diabetes, BMI, and surgical approach, showed no significant association with DGE. In this single-surgeon study, antecolic reconstruction was associated with significantly higher rates and severities of delayed gastric emptying compared to transmesocolic reconstruction. These findings suggest that reconstruction technique represents a modifiable risk factor for DGE prevention, though larger prospective studies are needed to confirm these results. Full article
(This article belongs to the Section Medical Research)
26 pages, 7167 KB  
Article
Transcriptomic Analysis Reveals the Molecular Relationship Between Common Respiratory Infections and Parkinson’s Disease
by Abdulaziz Albeshri, Ahmed Bahieldin and Hani Mohammed Ali
Curr. Issues Mol. Biol. 2025, 47(9), 727; https://doi.org/10.3390/cimb47090727 - 7 Sep 2025
Viewed by 653
Abstract
Parkinson’s disease (PD) is one of the most rapidly growing neurological disorders globally. The molecular relationship between common respiratory infections (RIs) and idiopathic Parkinson’s disease (iPD) remains a controversial issue. Multiple studies have linked acute respiratory infections to PD, but the molecular mechanism [...] Read more.
Parkinson’s disease (PD) is one of the most rapidly growing neurological disorders globally. The molecular relationship between common respiratory infections (RIs) and idiopathic Parkinson’s disease (iPD) remains a controversial issue. Multiple studies have linked acute respiratory infections to PD, but the molecular mechanism behind this connection is not significantly defined. Therefore, the aim of our study was to investigate potential molecular interactions between RIs and PD. We retrieved eight publicly available RNA-seq datasets from the NCBI Gene Expression Omnibus (NCBI GEO) and performed extensive bioinformatics analysis, including differential gene expression (DGE) analysis, the identification of overlapped differentially expressed genes (DEGs), weighted gene co-expression network analysis (WGCNA), pathway and functional enrichment analysis, the construction of protein–protein networks, and the identification of hub genes. Additionally, we applied a machine learning method, a Random Forest model (RF), to external RIs datasets to identify the most important genes. We found that ribosomal subunits, mitochondrial complex proteins, proteasome subunits, and proteins encoding ubiquitin are simultaneously downregulated and co-expressed in RIs and PD. Dysregulation of these proteins may disturb multiple pathways, such as those responsible for ribosome biogenesis, protein synthesis, autophagy, and apoptosis; the ubiquitin–proteasome system (UPS); and the mitochondrial respiratory chain. These processes have been implicated in PD’s pathology, namely in the aggregation of α-synuclein, mitochondrial dysfunction, and the death of dopaminergic neuron cells. Our findings suggest that there are significant similarities in transcriptional responses and dysfunctional molecular mechanisms between RIs, PD, and aging. RIs may modulate PD-relevant pathways in an age- or immune-dependent manner; longitudinal studies are needed to examine the RIs risk factor. Therefore, future studies should experimentally investigate the influence of age, vaccination status, infection type, and severity to clarify the role of RIs in PD’s pathogenesis. Full article
(This article belongs to the Special Issue Omics Analysis for Personalized Medicine)
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12 pages, 248 KB  
Article
Nutritional Risk Assessment of Patients Undergoing Pancreaticoduodenectomy After Standardization of Preoperative Nutritional Support
by Katerina Knapkova, Martin Lovecek, Jana Tesarikova, Michal Gregorik, Stefan Kolcun, Dusan Klos and Pavel Skalicky
Nutrients 2025, 17(17), 2871; https://doi.org/10.3390/nu17172871 - 4 Sep 2025
Viewed by 839
Abstract
Background/Objectives: Nutritional status affects postoperative outcomes, but the effect of standardized preoperative nutritional preparation on morbidity in malnourished patients undergoing pancreatoduodenectomy (PD) remains unclear. This study evaluated preoperative nutritional parameters following the standardization of nutritional screening and intervention in patients undergoing PD. [...] Read more.
Background/Objectives: Nutritional status affects postoperative outcomes, but the effect of standardized preoperative nutritional preparation on morbidity in malnourished patients undergoing pancreatoduodenectomy (PD) remains unclear. This study evaluated preoperative nutritional parameters following the standardization of nutritional screening and intervention in patients undergoing PD. The influence of nutritional parameters on postoperative morbidity was also assessed. Methods: This prospective cohort study was conducted from 2019 to 2021 at the Department of Surgery, University Hospital, Olomouc. A total of 133 patients were categorized nutritionally as “high risk” (weight loss or reduced appetite with restricted intake) or “low risk” (no weight or appetite loss). High-risk patients received enteral supplementation of 600 kcal/day. A multivariate logistic regression model was used to evaluate the association between major postoperative complications and risk factors, including sex, age, ASA score, BMI, weight and appetite loss, malignancy, duct diameter, pancreatic texture, serum albumin, prealbumin, MUST, and NRS2002 scores. Results: Eighty patients (60.2%) were “high risk,” and 53 (39.8%) were “low risk.” Major morbidity and 90-day mortality occurred in 24 (18.0%) and 4 (3.0%) patients, respectively. No significant differences were observed between high- and low-risk groups in CD morbidity grade, 90-day mortality, POPF, PPH, DGE, or hospital stay. Major morbidity was associated with prealbumin < 0.2 g/L, duct diameter ≤ 3 mm, soft texture, and male sex, with respective odds ratios of 3.307, 3.288, 4.814, and 2.374. Conclusions: High-risk patients receiving preoperative nutrition had comparable rates of major complications and POPF as low-risk patients. Low serum prealbumin predicts major postoperative complications after PD. Full article
(This article belongs to the Section Clinical Nutrition)
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14 pages, 5355 KB  
Article
Risk Factors for Long-Term Delayed Gastric Emptying and Its Impact on the Quality of Life After Laparoscopic Pylorus-Preserving Gastrectomy in Patients with Gastric Cancer: Secondary Analysis of the Prospective Multicenter Trial KLASS-04
by Young Shick Rhee, Sang Soo Eom, Bang Wool Eom, Dong-eun Lee, Sa-Hong Kim, Hyuk-Joon Lee, Young-Woo Kim, Han-Kwang Yang, Do Joong Park, Sang Uk Han, Hyung-Ho Kim, Woo Jin Hyung, Ji-Ho Park, Yun-Suhk Suh, Oh Kyoung Kwon, Wook Kim, Young-Kyu Park, Hong Man Yoon, Sang-Hoon Ahn, Seong-Ho Kong and Keun Won Ryuadd Show full author list remove Hide full author list
Cancers 2025, 17(15), 2527; https://doi.org/10.3390/cancers17152527 - 30 Jul 2025
Viewed by 624
Abstract
Background/Objectives: Delayed gastric emptying (DGE) is a well-known complication of laparoscopic pylorus-preserving gastrectomy (LPPG). Patients who underwent LPPG in the KLASS-04 trial, which was a multicenter prospective randomized control trial comparing LPPG and laparoscopic distal gastrectomy (LDG), showed an unneglectable incidence of long-term [...] Read more.
Background/Objectives: Delayed gastric emptying (DGE) is a well-known complication of laparoscopic pylorus-preserving gastrectomy (LPPG). Patients who underwent LPPG in the KLASS-04 trial, which was a multicenter prospective randomized control trial comparing LPPG and laparoscopic distal gastrectomy (LDG), showed an unneglectable incidence of long-term DGE compared to patients who underwent LDG. This study aimed to identify the multifactorial risk factors associated with DGE and to analyze the quality of life (QoL) of patients with DGE following LPPG. Methods: DGE was defined as “nearly normal diet residue” at least once in the endoscopic follow-up at 1, 2, and 3 years after the surgery. Clinicopathological features, surgical outcomes, and QoL were compared between the DGE and non-DGE groups. Results: DGE was observed in 21/124 patients (16.3%) who underwent LPPG. Patients without previous abdominal surgery had a higher incidence of DGE in the univariate (32% vs. 4.8%, p = 0.011) and logistic regression analyses (odds ratio: 0.106, 95% confidence interval: 0.014–0.824, p = 0.032). Patients with DGE reported more symptoms of nausea and vomiting (p = 0.004), constipation (p = 0.04), and a dry mouth (p = 0.005). Conclusions: Despite the strict protocol used to avoid well-known risk factors for DGE, such as damage to the hepatic branch of the vagus nerve, infrapyloric artery and vein, and short antral cuff, the LPPG group of the KLASS-04 trial exhibited a considerable incidence of DGE. No clinicopathological or surgical factors, other than the absence of a previous surgical history, were identified as multifactorial risk factors for DGE. However, DGE had a negative impact on the QoL of patients. Full article
(This article belongs to the Special Issue Ultrasonography for Pancreatobiliary Cancer)
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14 pages, 846 KB  
Article
Uncovering Allele-Specific Expression Patterns Associated with Sea Lice (Caligus rogercresseyi) Burden in Atlantic Salmon
by Pablo Cáceres, Paulina López, Carolina Araya, Daniela Cichero, Liane N. Bassini and José M. Yáñez
Genes 2025, 16(7), 841; https://doi.org/10.3390/genes16070841 - 19 Jul 2025
Viewed by 796
Abstract
Background/Objetives: Sea lice (Caligus rogercresseyi) pose a major threat to Atlantic salmon (Salmo salar) aquaculture by compromising fish health and reducing production efficiency. While genetic variation in parasite load has been reported, the molecular mechanisms underlying this variation remain [...] Read more.
Background/Objetives: Sea lice (Caligus rogercresseyi) pose a major threat to Atlantic salmon (Salmo salar) aquaculture by compromising fish health and reducing production efficiency. While genetic variation in parasite load has been reported, the molecular mechanisms underlying this variation remain unclear. Methods: two sea lice challenge trials were conducted, achieving high infestation rates (47.5% and 43.5%). A total of 85 fish, selected based on extreme phenotypes for lice burden (42 low, 43 high), were subjected to transcriptomic analysis. Differential gene expression was integrated with allele-specific expression (ASE) analysis to uncover cis-regulatory variation influencing host response. Results: Sixty genes showed significant ASE (p < 0.05), including 33 overexpressed and 27 underexpressed. Overexpressed ASE genes included Keratin 15, Collagen IV/V, TRIM16, and Angiopoietin-1-like, which are associated with epithelial integrity, immune response, and tissue remodeling. Underexpressed ASE genes such as SOCS3, CSF3R, and Neutrophil cytosolic factor suggest individual variation in cytokine signaling and oxidative stress pathways. Conclusions: several ASE genes co-localized with previously identified QTLs for sea lice resistance, indicating that cis-regulatory variants contribute to phenotypic differences in parasite susceptibility. These results highlight ASE analysis as a powerful tool to identify functional regulatory elements and provide valuable candidates for selective breeding and genomic improvement strategies in aquaculture. Full article
(This article belongs to the Section Animal Genetics and Genomics)
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19 pages, 18021 KB  
Article
Biosynthesis of Camphane Volatile Terpenes in Amomum villosum Lour: Involved Genes and Enzymes
by Yuhua Guo, Yamei Li, Pengfei Zhang, Zuliang Luo, Junmei Yin, Xiaojun Ma and Chao Yuan
Plants 2025, 14(12), 1767; https://doi.org/10.3390/plants14121767 - 10 Jun 2025
Viewed by 692
Abstract
Amomum villosum (A. villosum) Lour., a medicinal species of the Zingiberaceae family, is used for medical purposes. Bornyl acetate, camphor, and borneol are the main bioactive ingredients in A. villosum fruit, and the amount of bornyl acetate is regarded as a [...] Read more.
Amomum villosum (A. villosum) Lour., a medicinal species of the Zingiberaceae family, is used for medical purposes. Bornyl acetate, camphor, and borneol are the main bioactive ingredients in A. villosum fruit, and the amount of bornyl acetate is regarded as a measure of the fruit’s quality. In order to explore the major effective genes regulating the biosynthesis of camphane volatile terpenes in A. villosum, some DEGs involved in camphane volatile terpene biosynthesis and transcription factors were analyzed and summarized in this study. The result showed that the content of bornyl acetate was altered in the different growth stages. In particular, the significant change occurred from 7 to 30 DAP (days after pollination). The content of bornyl acetate at 30 DAP was 169.3% more than that at 7 DAP. In total, 4782 up-regulated and 5284 down-regulated unigenes were found in G2 vs. G1, as well as 3324 up-regulated and 5036 down-regulated unigenes in G3 vs. G1, and 3332 up-regulated and 4490 down-regulated unigenes in G3 vs. G2. A total of 323 up-regulated and 820 down-regulated unigenes were shared in three growth stage comparisons. We screened the genes that encode the enzymes most likely to inhibit bornyl diphosphate synthase, borneol dehydrogenase, and BAHD acyltransferases. Interestingly, we found that borneol dehydrogenase and bornyl diphosphate synthase displayed bi-substrate features, suggesting that a substrate of catalyzation is promiscuity in the biosynthesis downstream pathway, and the unknown bornyl pyrophosphate hydrolase may not be the specific enzyme for borneol formation. Additionally, the DXR, HDS, and IDS found in the PPI network would assist in the understanding of molecular regulation. The results of this study constructed DGE libraries and identified key genes related to camphane volatile terpenes, which laid a foundation for a deep investigation of the mechanism of volatile terpene biosynthesis, and provided a reference for mining other key genes in A. villosum fruits. Full article
(This article belongs to the Section Plant Molecular Biology)
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19 pages, 2449 KB  
Article
Transcriptome Analysis and Identification of Chemosensory Membrane Proteins in the Head of Euplatypus parallelus
by Qi Wu, Xiang Zhou, Zheyuan Xu, Xufeng Zhang, Hongchao Yuan and Jixing Guo
Insects 2025, 16(5), 504; https://doi.org/10.3390/insects16050504 - 7 May 2025
Viewed by 935
Abstract
Euplatypus parallelus is a polyphagous pest capable of harming multiple plant species. Adult beetles invade tree trunks by boring holes, which negatively impacts the trees’ growth and may result in tree death. E. parallelus depends on plant volatiles to identify and locate appropriate [...] Read more.
Euplatypus parallelus is a polyphagous pest capable of harming multiple plant species. Adult beetles invade tree trunks by boring holes, which negatively impacts the trees’ growth and may result in tree death. E. parallelus depends on plant volatiles to identify and locate appropriate hosts for feeding or reproduction, with its olfactory system playing a vital role in volatile detection. In this work, we applied transcriptomics, phylogenetic analysis, and expression analysis to investigate four chemosensory membrane protein gene families that play a role in olfaction in E. parallelus. Based on the annotation analysis, 41 odorant receptors (ORs), 12 gustatory receptors (GRs), 14 ionotropic receptors (IRs), and 4 sensory neuron membrane proteins (SNMPs) were identified in the head. We used differential gene expression (DGE) and fragments per kilobase per million (FPKM) values to compare the transcription levels of chemosensory membrane protein gene families between males and females. The data indicate that the chemosensory membrane protein gene families in E. parallelus exhibit different expression levels in male and female heads, with some genes showing significant differences and displaying sex-biased expression. These results offer a basis for future exploration of the functions of chemosensory membrane protein gene families in E. parallelus and offer a theoretical framework for designing innovative eco-friendly control technologies. Full article
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22 pages, 12865 KB  
Article
Machine Learning-Driven Transcriptome Analysis of Keratoconus for Predictive Biomarker Identification
by Shao-Hsuan Chang, Lung-Kun Yeh, Kuo-Hsuan Hung, Yen-Jung Chiu, Chia-Hsun Hsieh and Chung-Pei Ma
Biomedicines 2025, 13(5), 1032; https://doi.org/10.3390/biomedicines13051032 - 24 Apr 2025
Cited by 2 | Viewed by 1125
Abstract
Background: Keratoconus (KTCN) is a multifactorial disease characterized by progressive corneal degeneration. Recent studies suggest that a gene expression analysis of corneas may uncover potential novel biomarkers involved in corneal matrix remodeling. However, identifying reliable combinations of biomarkers that are linked to disease [...] Read more.
Background: Keratoconus (KTCN) is a multifactorial disease characterized by progressive corneal degeneration. Recent studies suggest that a gene expression analysis of corneas may uncover potential novel biomarkers involved in corneal matrix remodeling. However, identifying reliable combinations of biomarkers that are linked to disease risk or progression remains a significant challenge. Objective: This study employed multiple machine learning algorithms to analyze the transcriptomes of keratoconus patients, identifying feature gene combinations and their functional associations, with the aim of enhancing the understanding of keratoconus pathogenesis. Methods: We analyzed the GSE77938 (PRJNA312169) dataset for differential gene expression (DGE) and performed gene set enrichment analysis (GSEA) using Kyoto Encyclopedia of Genes and Genomes (KEGG) pathways to identify enriched pathways in keratoconus (KTCN) versus controls. Machine learning algorithms were then used to analyze the gene sets, with SHapley Additive exPlanations (SHAP) applied to assess the contribution of key feature genes in the model’s predictions. Selected feature genes were further analyzed through Gene Ontology (GO) enrichment to explore their roles in biological processes and cellular functions. Results: Machine learning models, including XGBoost, Random Forest, Logistic Regression, and SVM, identified a set of important feature genes associated with keratoconus, with 15 notable genes appearing across multiple models, such as IL1R1, JUN, CYBB, CXCR4, KRT13, KRT14, S100A8, S100A9, and others. The under-expressed genes in KTCN were involved in the mechanical resistance of the epidermis (KRT14, KRT15) and in inflammation pathways (S100A8/A9, IL1R1, CYBB, JUN, and CXCR4), as compared to controls. The GO analysis highlighted that the S100A8/A9 complex and its associated genes were primarily involved in biological processes related to the cytoskeleton organization, inflammation, and immune response. Furthermore, we expanded our analysis by incorporating additional datasets from PRJNA636666 and PRJNA1184491, thereby offering a broader representation of gene features and increasing the generalizability of our results across diverse cohorts. Conclusions: The differing gene sets identified by XGBoost and SVM may reflect distinct but complementary aspects of keratoconus pathophysiology. Meanwhile, XGBoost captured key immune and chemotactic regulators (e.g., IL1R1, CXCR4), suggesting upstream inflammatory signaling pathways. SVM highlighted structural and epithelial differentiation markers (e.g., KRT14, S100A8/A9), possibly reflecting downstream tissue remodeling and stress responses. Our findings provide a novel research platform for the evaluation of keratoconus using machine learning-based approaches, offering valuable insights into its pathogenesis and potential therapeutic targets. Full article
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17 pages, 2942 KB  
Article
Optimization of Ultrasound-Assisted Obtention of Bluish Anthocyanin Extracts from Butterfly Pea (Clitoria ternatea) Petal Powders Using Natural Deep Eutectic Solvents
by Nicole Marina Almeida Maia, Irene Andressa, Jeferson Silva Cunha, Nataly de Almeida Costa, Larissa Lorrane Rodrigues Borges, Edimar Aparecida Filomeno Fontes, Eduardo Basílio de Oliveira, Bruno Ricardo de Castro Leite Júnior, Leonardo Lopes Bhering, Marleny Doris Aranda Saldaña and Érica Nascif Rufino Vieira
Plants 2025, 14(7), 1042; https://doi.org/10.3390/plants14071042 - 27 Mar 2025
Cited by 1 | Viewed by 2132
Abstract
This study focused on improving the extraction of anthocyanins from medicinal plants using green solvents, which is important for the food, pharmaceuticals, and cosmetics industries. The goal was to optimize the time (15–50 min), temperature (40–80 °C), and petal/solvent ratio (2.5/7%) for the [...] Read more.
This study focused on improving the extraction of anthocyanins from medicinal plants using green solvents, which is important for the food, pharmaceuticals, and cosmetics industries. The goal was to optimize the time (15–50 min), temperature (40–80 °C), and petal/solvent ratio (2.5/7%) for the ultrasound-assisted extraction of anthocyanins from Butterfly Pea (Clitoria ternatea), using a natural deep eutectic solvent (choline chloride/glycerol, ChCl:Gly). The extraction was compared with a simple water extraction. To assess stability, we analyzed the anthocyanin content, antioxidant capacity, and color changes over 21 days. The optimal results were achieved using a temperature of 80 °C for 50 min and a 7% petal/solvent ratio. The CHCl:Gly solvent resulted in higher anthocyanin levels (374.65 mg DGE/L) compared to water (211.63 mg DGE/L). After storing the CHCl:Gly extract at 5 °C, only 16% of anthocyanins were lost, while the water extract lost 38%. The CHCl:Gly extract also showed better antioxidant capacity (156.43 µmol/mL). Color changes were less noticeable in the CHCl:Gly extract, especially when refrigerated. These findings demonstrate the method’s effectiveness for producing bioactive extracts, with potential for the food, pharmaceutical, and cosmetic industries. Full article
(This article belongs to the Special Issue Plant Extracts: Bioactive Substances and Active Ingredient)
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22 pages, 7028 KB  
Article
Migrasome-Related Genes as Potential Prognosis and Immunotherapy Response Predictors for Colorectal Cancer
by Lu Chang, Chao Qin, Yimin Chu, Ming Guan and Xuan Deng
Biomedicines 2025, 13(4), 799; https://doi.org/10.3390/biomedicines13040799 - 26 Mar 2025
Cited by 2 | Viewed by 1267
Abstract
Background: Studies highlight the role of migrasomes as mediators of intercellular communication and signaling, critical in influencing tumorigenesis and progression. Yet migrasome-related genes and their potential role in colorectal cancer prognosis remain unexplored. Methods: Differentially expressed gene set A (DEG set A) was [...] Read more.
Background: Studies highlight the role of migrasomes as mediators of intercellular communication and signaling, critical in influencing tumorigenesis and progression. Yet migrasome-related genes and their potential role in colorectal cancer prognosis remain unexplored. Methods: Differentially expressed gene set A (DEG set A) was identified in the TCGA-CRC dataset, and Weighted Gene Co-expression Network Analysis (WGCNA) was performed to identify the most important modules associated with migrasome-related gene (MRG) scores. Single-cell RNA-seq dataset GSE231559 DEG set B was determined. Candidate migrasome-related genes were filtered by intersecting DGE set A, key module genes, and DEG set B. Prognostic genes were subsequently screened through regression analysis, and a risk model was developed. Patients with CRC in the TCGA cohort were stratified into high- and low-risk groups based on the optimal cutoff of the risk score. Immunotherapy response-related analyses were then performed. Finally, cell-to-cell communication analysis was carried out for key cells identified based on prognostic gene expression analysis in annotated cells. Results: The six candidate migrasome-related genes were identified through the overlap of 5158 DEG set A, 1960 key module genes, and 146 DEG set B. Further screening led to the selection of T1MP1, CXCL8, and MGP as potential prognostic biomarkers. Immune-related analysis indicated that the high-risk group exhibited a better response to immunotherapy. Notably, the prognostic genes showed elevated expression levels in monocytes and tissue stem cells, thereby designating them as key cell types. Conclusions: We conducted bioinformatic analysis of migrasome-related genes and identified significant involvement of T1MP1, CXCL8, and MGP in influencing CRC prognosis and immunotherapy response. Our research provides novel insights into the role of migrasomes in CRC biology. Full article
(This article belongs to the Section Cancer Biology and Oncology)
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13 pages, 3864 KB  
Article
First Real-Time 221.9 Pb/S∙Km Transmission Capability Demonstration Using Commercial 138-Gbaud 400 Gb/S Backbone OTN System over Field-Deployed Seven-Core Fiber Cable with Multiple Fusion Splicing
by Jian Cui, Yu Deng, Zhuo Liu, Yuxiao Wang, Chen Qiu, Zhi Li, Chao Wu, Bin Hao, Leimin Zhang, Ting Zhang, Bin Wu, Chengxing Zhang, Weiguang Wang, Yong Chen, Kang Li, Feng Gao, Lei Shen, Lei Zhang, Jie Luo, Yan Sun, Qi Wan, Cheng Chang, Bing Yan and Ninglun Guadd Show full author list remove Hide full author list
Photonics 2025, 12(3), 269; https://doi.org/10.3390/photonics12030269 - 14 Mar 2025
Cited by 2 | Viewed by 803
Abstract
The core-division-multiplexed (CDM) transmission technique utilizing uncoupled multi-core fiber (MCF) is considered a promising candidate for next-generation long-haul optical transport networks (OTNs) due to its high-capacity potential. For the field implementation of MCF, it is of great significance to explore its long-haul transmission [...] Read more.
The core-division-multiplexed (CDM) transmission technique utilizing uncoupled multi-core fiber (MCF) is considered a promising candidate for next-generation long-haul optical transport networks (OTNs) due to its high-capacity potential. For the field implementation of MCF, it is of great significance to explore its long-haul transmission capability using high-speed OTN transceivers over deployed MCF cable. In this paper, we investigate the real-time long-haul transmission capability of a deployed seven-core MCF cable using commercial 138-Gbaud 400 Gb/s backbone OTN transceivers with a dual-polarization quadrature phase shift keying (DP-QPSK) modulation format. Thanks to the highly noise-tolerant DP-QPSK modulation format enabled by the high baud rate, a real-time 256 Tb/s transmission over a 990.64 km (14 × 70.76 km) deployed seven-core fiber cable with more than 600 fusion splices is field demonstrated for the first time, which achieves a real-time capacity–distance product of 221.9 Pb/s∙km. Specifically, the long-haul CDM transmission is simulated by cascading the fiber cores of two segments of 70.76 km seven-core fibers. And dynamic gain equalizers (DGEs) are utilized to mitigate the impacts of stimulated Raman scattering (SRS) and the uneven gain spectra of amplifiers in broadband transmissions by equalizing the power of signals with different wavelengths. This field trial demonstrates the feasibility of applying uncoupled MCF in long-haul OTN transmission systems and will contribute to its field implementation in terrestrial fiber cable systems. Full article
(This article belongs to the Special Issue Optical Networking Technologies for High-Speed Data Transmission)
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21 pages, 2895 KB  
Article
Genomic and Transcriptomic Profiling of Bacillus cereus in Milk: Insights into the Sweet Curdling Defect
by Maria Kyritsi, George Tsiolas, Antiopi Tsoureki, Vasiliki Schoretsaniti, Maria Gougouli, Sofia Michailidou and Anagnostis Argiriou
Foods 2025, 14(5), 780; https://doi.org/10.3390/foods14050780 - 25 Feb 2025
Cited by 1 | Viewed by 1858
Abstract
Bacillus cereus sensu lato (B. cereus s.l.) are significant spoilage and pathogenic microorganisms found in various foodstuffs. They are responsible for defects like sweet curdling in milk, which impacts dairy product storage and distribution. Nevertheless, the genetic mechanisms underlying B. cereus-induced sweet curdling [...] Read more.
Bacillus cereus sensu lato (B. cereus s.l.) are significant spoilage and pathogenic microorganisms found in various foodstuffs. They are responsible for defects like sweet curdling in milk, which impacts dairy product storage and distribution. Nevertheless, the genetic mechanisms underlying B. cereus-induced sweet curdling remain poorly characterized. In this study, we investigated the genetic and functional basis underlying this phenomenon through whole genome sequencing of the newly isolated B. cereus strain BC46 and transcriptome sequencing at two phases of its growth in milk. Hybrid assembly of Illumina and Nanopore reads resulted in a 5.6 Mb genome with 35.1% GC content, classifying BC46 as B. cereus sensu stricto (B. cereus s.s.) within the panC group IV. Several virulence factors, antimicrobial resistance genes, and cold shock proteins were identified in the genome. A distinct functional profile of BC46 was observed before and after the development of sweet curdling in milk. Genes associated with sporulation, toxin production, hydrolysis, and proteolysis were upregulated in sweet-curdled samples. Our findings highlight potential gene targets that may play an important role in the BC46-induced sweet curdling in milk, enhancing our understanding of its molecular basis and supporting the development of new genetic approaches for early spoilage detection. Full article
(This article belongs to the Special Issue Foodborne Pathogen Reduction in Foods)
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