Background: We have previously reported that Sorbs2 (sorbin and SH3 domain 2) knockout mice have significant cardiac structural and electrical remodeling, including atrial enlargement and fibrosis. The mechanisms of such changes were unknown. Hypothesis: We hypothesized that loss of Sorbs2 in cardiac fibroblasts promotes profibrotic signaling pathways and alters the balance between matrix metalloproteinases (MMPs), and their inhibitors (TIMPs) resulting in excessive collagen deposition in the atria. Methods: We used Sorbs2 global knockout ( Sorbs2 KO) mice and age-matched wild-type (WT) controls at 4 to 5 months of age. Left atrial fibrosis was quantitated by Masson's trichrome staining in serial sections. Scratch wound healing assays and transwell migration assays were performed in isolated Sorbs2 KO and WT atrial fibroblasts. Protein expression was determined by Western blots. Interleukin-6 (IL-6) production in cultured fibroblast supernatants was measured by ELISA. Results: Sorbs2 KO mice showed significant increase in atrial diameter (16.6 ± 1.5 mm vs 12.0 ± 1.1 mm in WT; n=3, p < 0.05) and atrial fibrosis (fraction of fibrotic areas: 18.6± 2.9 % vs. 7.6 ± 0.9 % in WT; p < 0.01). Collagen 1 and collagen 3 protein levels in Sorbs2 KO mouse atria were 1.8-fold and 1.7-fold higher than those of WT respectively. Sorbs2 KO atrial fibroblasts showed impaired function with significantly reduced migration and slower scratch-wound closure (migration area after 24h: 18.5 ± 3.8 % vs 70.1 ± 6.7 % in WT; n=6, p < 0.01).Moreover, transforming growth factor β1 (TGF-β1), α-smooth muscle actin, and periostin expression levels were significantly reduced in isolated fibroblasts and atrial myocardia from Sorbs2 KO mice, suggesting that fibrosis is not caused by TGF-b1-dependent mechanisms or from myofibroblast transformation. Analysis of ECM proteins showed significant downregulation of MMP1 and MMP3 but upregulation of TIMP1, while TIMP3 was unchanged. Consistent with a pro-inflammatory phenotype, Sorbs2 KO atrial fibroblasts secreted higher IL-6 levels at baseline (3303± 463 pg/mL vs. 2075 ± 731 pg/mL in WT; n=6, p < 0.01) and with LPS stimulation (7791 ± 604 pg/mL vs. 5588 ± 763 pg/mL in WT; n=6, p < 0.01). Conclusion: Sorbs2 deficiency is associated with abnormal atrial fibroblast function showing impaired migration and scratch wound healing, as well as increased IL-6 production and imbalanced MMP/TIMP. These changes result in collagen accumulation and enhanced fibrosis.
Abstract 4369381: Regulation of Nav1.5 Channel Surface Expression and Function by Sorbs2 in Atrial Cardiomyocytes
Background: Voltage-gated Nav1.5 channel, encoded by SCN5A , is essential for initiation and propagation of action potentials (AP) in atria. Nav1.5 channelopathy is strongly associated with arrhythmogenesis, including atrial fibrillation. Sorbin and SH3 domain-containing protein 2 (Sorbs2), encoded by SORBS2 , is an important cytoskeletal protein for maintaining atrial structural and electrical integrity. However, the specific mechanisms through which Sorbs2 modulates Nav1.5 function in atria is unknown. Hypothesis: Sorbs2 modulates atrial Nav1.5 expression and function through direct protein-protein interaction. Methods: We created the cardiac-specific Sorbs2 knockout ( c-Sorbs2 KO) mice. We determined the mechanisms by which Sorbs2 regulates Nav1.5 channel expression and function by performing electrophysiological experiments using atrial cells and tissues from control and c-Sorbs2 KO mice, in conjunction with molecular biological studies and in silico analysis. Results: c-Sorbs2 KO mice at 8-10 months showed marked left atrial (LA) enlargement, and ECG showed significantly prolonged P-R durations. Compared to wild-type controls, intracellular recordings in LA tissues isolated from c-Sorbs2 KO mice showed reduced AP amplitude, decreased upstroke velocity, prolonged AP duration at 90% repolarization and effective refractory period, spontaneous atrial tachycardias and triggered activity. Patch-clamp recordings in freshly isolated atrial cardiomyocytes showed a significantly reduced peak sodium current density in c-Sorbs2 KO mice (-12.0 ± 1.6 pA/pF at -45 mV, n = 10), compared to controls (-21.3 ± 4.0 pA/pF at -45 mV, n = 12, p < 0.05). Also, the steady-state activation and inactivation curves of Nav1.5 channel were rightward shifted in c-Sorbs2 KO atrial cardiomyocytes. Molecular docking analysis showed that the Sorbs2 SH3 domain interacts directly with the voltage-sensing domain of Nav1.5. Co-immunoprecipitation assays confirmed the physical interactions between Nav1.5 and the C-terminal SH3 domain of Sorbs2. Furthermore, results from membrane biotinylation study demonstrated that deletion of the SH3 domains of Sorbs2 significantly reduced Nav1.5 surface expression in HEK293 cells. Sorbs2 interacts directly with Nav1.5 through its SH3 domain, playing a key role in regulating Nav1.5 channel gating kinetics and surface expression in atrial cardiomyocytes. Loss of Sorbs2 results in Nav1.5 channelopathy and contributes to atrial electrical remodeling.
Background: Cardiac myosin-binding protein C (cMyBP-C, encoded by MYBPC3 ) and Sorbin and SH3 domain-containing protein 2 (Sorbs2, encoded by SORBS2 ) are critical sarcomeric components that maintain cardiac structure and function. MYBPC3 and SORBS2 are linked to hypertrophic and dilated cardiomyopathies. But the relationship between Sorbs2 and cMyBP-C regulation, and their roles in the pathogenesis of atrial fibrotic cardiomyopathy (AFCM), remains unclear. Hypothesis: Sorbs2 acts as a cytoskeletal and RNA-binding protein that regulates cMyBP-C expression in atrial myocardium. Methods: We created the cardiac-specific Sorbs2 knockout ( c-Sorbs2 KO mice. We used next-generation RNA sequencing, molecular biology techniques, and in silico analysis to study how Sorbs2 regulates cMyBP-C expression in the atria of c-Sorbs2 KO mice. Results: Compared to age-matched wild-type (WT) mice at 8-9 months of age, the c-Sorbs2 KO male exhibited significant left atrial (LA) enlargement (diameter: 2.41±0.11 mm vs 1.82 ± 0.05 mm in WT; n = 8; p < 0.001) and severe atrial fibrosis (fibrotic area: 12.29±1.73 vs 2.83 ± 0.41% in WT; p < 0.001), accompanied by marked reductions in both mRNA and protein levels of cMyBP-C in LA. In vitro knock-down of Sorbs2 by 60% via shRNA led to an 86.3% decrease in cMyBP-C protein levels, while a 3-fold Sorbs2 overexpression via adenoviral transduction resulted in a 1.4-fold increase in cMyBP-C protein levels in HL-1 cells . cMyBP-C mRNAs were identified in the ribonucleoprotein complexes immunoprecipitated with anti-Sorbs2 antibodies from cardiomyocyte lysates. Loss of Sorbs2 significantly reduced the half-life of cMyBP-C mRNA (from 2.1 hrs in WT to 1.2 hrs in KO). Co-immunoprecipitation with truncated Sorbs2 constructs showed that the C-terminal SH3 domains of Sorbs2, but not the N-terminal SoHo domain, interacted with cMyBP-C protein. Molecular docking and modeling showed hydrophobic interactions and hydrogen bonds between residues H906 and G907 in the SH3 domain of Sorbs2 and residue A954, P955 and T957 in the SH3-binding motif (949-MA P GA P VT-957) of cMyBP-C with a weighted score of -1036 using ClusPro online service. Conclusions: Sorbs2 regulates cMyBP-C expression through direct interaction with both cMyBP-C mRNA and protein. Loss of Sorbs2 results in reduced cMyBP-C expression, atrial fibrosis, and chamber enlargement, revealing a novel Sorbs2/cMyBP-C axis underlying AFCM pathogenesis.
Abstract With the rapid advancements in large language model technology and the emergence of bioinformatics‐specific language models (BioLMs), there is a growing need for a comprehensive analysis of the current landscape, computational characteristics, and diverse applications. This survey aims to address this need by providing a thorough review of BioLMs, focusing on their evolution, classification, and distinguishing features, alongside a detailed examination of training methodologies, datasets, and evaluation frameworks. We explore the wide‐ranging applications of BioLMs in critical areas such as disease diagnosis, drug discovery, and vaccine development, highlighting their impact and transformative potential in bioinformatics. We identify key challenges and limitations inherent in BioLMs, including data privacy and security concerns, interpretability issues, biases in training data and model outputs, and domain adaptation complexities. Finally, we highlight emerging trends and future directions, offering valuable insights to guide researchers and clinicians toward advancing BioLMs for increasingly sophisticated biological and clinical applications.
Abstract B031: Place, people, and prevention: Contextual drivers of cancer health equity in three US Regions
Abstract Introduction. Understanding the unique social and environmental contexts of communities is essential for designing effective, locally tailored cancer intervention strategies. This study aimed to identify key findings from a comprehensive, multifaceted, cancer-focused needs assessment conducted across three U.S. regions, offering insights into the social, behavioral, and structural barriers that hinder cancer prevention and control, and informing regionally tailored interventions. Methods. This study focused on adult residents within the Mayo Clinic Comprehensive Cancer Center catchment areas, covering 75 counties across Arizona, Florida, and the Midwest (Minnesota, Wisconsin, and Iowa). Data was collected through collaborations with the University of Florida and Mayo Clinic Survey Research Centers, and the “Boots on the Ground" approach involving community health workers. Methods included phone calls, online submissions, and community outreach for an anonymous survey. Validated measures assessed healthcare access, lifestyle, social networks, neighborhood conditions, and discrimination. Descriptive analyses were conducted using valid responses. Non-responses and selections of “Prefer not to answer” were excluded from percentage calculations to ensure interpretive accuracy. Results. Involving 2,681 respondents, the data reveal consistent yet regionally nuanced barriers to cancer prevention. Health insurance coverage was relatively high across all regions—77.6% in Arizona, 85.5% in Florida, and 89.2% in the Midwest. Despite this, access to care remained limited. In Arizona, 22% of respondents could not afford to see a regular doctor, and 41.3% reported delays due to work or transportation. In Florida, 26.6% reported financial barriers to primary care, and nearly half (49.7%) experienced delays in receiving care. The Midwest showed fewer neighborhood safety concerns but still faced high rates of care delays (46.7%) and housing-related issues (42.6%). Neighborhood-level challenges were common. Housing-related problems were reported by 42.9% of respondents in Arizona, 54% in Florida, and 42.6% in the Midwest. Concerns about drug use were highest in Arizona (40%) but present across all regions. Health behavior risks were also widespread: 72–79% of respondents reported sleep difficulties, and many reported low physical activity, suboptimal sun protection, and routine alcohol use. Psychosocial stressors were prominent, with 51–65% of respondents reporting experiences of disrespect and 42–66% feeling unheard by healthcare providers. Conclusions. Despite relatively high rates of insurance coverage, communities across all regions face persistent challenges in accessing timely, affordable, and respectful healthcare. Coupled with neighborhood instability, adverse health behaviors, and psychosocial stressors, these barriers highlight the urgent need for regionally tailored strategies that strengthen both cancer prevention and care. Addressing these interconnected challenges at the community level is essential for promoting more equitable cancer outcomes. Citation Format: Tingyu Zou, Monica L. Albertie, Emelina Asto-Flores, Manisha Salinas, Farhia Omar, Adeline Abbenyi, Noreen Stephenson-Hubert, Nuwanthi Heendeniya, Kathleen Yost, Folakemi T. Odedina. Place, people, and prevention: Contextual drivers of cancer health equity in three US Regions [abstract]. In: Proceedings of the 18th AACR Conference on the Science of Cancer Health Disparities; 2025 Sep 18-21; Baltimore, MD. Philadelphia (PA): AACR; Cancer Epidemiol Biomarkers Prev 2025;34(9 Suppl):Abstract nr B031.
Abstract B030: Health literacy and digital engagement across US Regions: Insights from the mayo clinic catchment areas
Abstract Introduction: Understanding how communities access and engage with health information is essential for effective health communication. Health literacy—the ability to read, understand, and use healthcare information—plays a crucial role in making informed health decisions. With the rise of digital technologies, internet access and online engagement have become key tools for obtaining health information. However, variations in health literacy and digital engagement can limit some populations' ability to fully access these resources. This study examined health literacy, cancer information-seeking behaviors, internet access, and digital engagement among adults in the Mayo Clinic Comprehensive Cancer Center catchment areas to inform more effective and region-specific health communication strategies. Methods: This study focused on adult residents within the Mayo Clinic Comprehensive Cancer Center catchment areas, covering 75 counties across Arizona, Florida, and the Midwest (Minnesota, Wisconsin, and Iowa). Data were collected through partnerships with the University of Florida and Mayo Clinic Survey Research Centers, and the "Boots on the Ground" approach involving community health workers. Methods included phone calls, online submissions, and community outreach for an anonymous survey. Validated measures assessed health literacy, information access, and digital engagement. Descriptive analyses were performed using valid responses, excluding non-responses and "Prefer not to answer" options to ensure interpretive accuracy. Results: Data from 2,681 respondents highlighted consistent barriers to cancer prevention with regional differences. In Arizona, 42.6% of respondents need help reading medical materials, but only 3.1% reported lacking confidence in obtaining cancer-related information. In contrast, 63.1% felt very or completely confident in accessing cancer advice. The primary sources of health information were doctors (17.6%), internet searches (11.4%), and family (9.8%). In Florida, 38.4% need assistance, but only 2.7% lack confidence, and 68.2% feel very or completely confident. Doctors (18%) and internet searches (13.1%) were top sources. In the Midwest, 38.5% struggle with medical documents, and 3.1% reported lacking confidence, while 66.4% felt very or completely confident. Internet access is widespread across all regions, with smartphones being the dominant device. Daily internet use for communication, browsing, and engagement with health apps and social networks remains high. Conclusion: Although many respondents face challenges with reading health-related materials, most report high confidence in obtaining cancer information, suggesting a gap between functional health literacy and perceived ability to access information. The widespread use of mobile devices and near-universal internet access offers a valuable opportunity to enhance health communication through digital tools. These findings emphasize the importance of tailored digital outreach to bridge literacy gaps and ensure underserved populations can access reliable health information. Citation Format: Tingyu Zou, Monica L. Albertie, Emelina Asto-Flores, Manisha Salinas, Farhia Omar, Adeline Abbenyi, Noreen Stephenson-Hubert, Nuwanthi Heendeniya, Kathleen Yost, Folakemi T. Odedina. Health literacy and digital engagement across US Regions: Insights from the mayo clinic catchment areas [abstract]. In: Proceedings of the 18th AACR Conference on the Science of Cancer Health Disparities; 2025 Sep 18-21; Baltimore, MD. Philadelphia (PA): AACR; Cancer Epidemiol Biomarkers Prev 2025;34(9 Suppl):Abstract nr B030.
DataMorpher: Automatic Data Transformation Using LLM-Based Zero-Shot Code Generation
2025 IEEE 41st International Conference on Data Engineering (ICDE) | August 20, 2025 | Volume: No volume available | Issue: No issue available | Pages: 4536-4539
Targeting of a Bile Acid Receptor, Takeda G Protein Receptor 5 [TGR5], by a Novel First-in-Class Competitive Antagonist, SBI-364, Diminishes Hepatic and Renal Cystogenesis in Polycystic Liver and Kidney Disease
A first-in-human multi-center phase 1/2 study of a selective FGFR2/3 inhibitor, CGT4859, in patients with intrahepatic cholangiocarcinomas or other advanced solid tumors.
TPS3171 Background: Genetic alterations in fibroblast growth factor receptors 2 and 3 ( FGFR2/3 ) occur in nearly all cancer types. FGFR2 fusions and rearrangements occur in up to 10-15% of intrahepatic cholangiocarcinomas (iCCA) and alterations in FGFR3 occur in 15-30% of urothelial cancers. The clinical benefit from currently approved FGFR inhibitors (FGFRi) is often curtailed by development of acquired resistance, which may arise through on-target mutations in the FGFR2/3 kinase domain. Additionally, off-tumor effects on FGFR1 by pan-FGFRi can lead to hyperphosphatemia and consequently to dose reductions or dose holds. Thus, there is an unmet clinical need for a selective FGFR2/3 inhibitor that has clinical efficacy against activating alterations and resistance mutations without causing FGFR1-mediated hyperphosphatemia. CGT4859 is an orally bioavailable, ATP-competitive, reversible inhibitor of FGFR2/3, with potency against clinically relevant FGFR2/3 kinase domain mutations. In addition, CGT4859 demonstrates >140 fold selectivity over FGFR1, and shows robust efficacy in target altered in vivo tumor models without increases in serum phosphorus. Nonclinical pharmacokinetics (PK) and safety data support evaluating CGT4859 in a first-in-human, open-label, dose-escalation and signal-seeking Phase I/II study (NCT06777316). Safety, tolerability, PK, pharmacodynamics, and antitumor activity of CGT4859 will be assessed in adults with histologically confirmed unresectable or metastatic iCCA or other solid tumors with FGFR2/3 alterations. Methods: CGT4859 will be administered orally continuously in 28-day cycles to patients (N=~50) at a starting dose of 1 mg QD, and dose escalation will not exceed 40 mg QD as determined using a Bayesian optimal interval design with backfill (BF-BOIN). This approach will be used to guide dose escalation and establish the maximum tolerated dose (MTD) and recommended Phase 2 Dose (RP2D). BF-BOIN enables backfilling of participants to doses that are cleared for safety during the dose escalation, generating additional data on safety and tolerability below the MTD. Objective response rate (ORR) and disease control rate will be determined based on investigator assessment using RECIST v1.1. Phase II will enroll up to 4 cohorts, each enrolling ~15 patients. Proposed cohorts will include participants who have iCCA and are either FGFRi-naïve or FGFRi-exposed. Two additional cohorts with other advanced solid tumors harboring FGFR2/3 alterations may be included based on signals detected in dose escalation. The primary efficacy endpoint for Phase II is ORR per RECIST v1.1. The preclinical data support the study of CGT4859 in this patient population with solid tumors harboring FGFR2 and/or FGFR3 genetic alterations. The phase I dose escalation study is currently enrolling at sites in the United States. Clinical trial information: NCT06777316 .
Single-Cell RNA Transcriptomics and Multi-omics Analyses Reveal the Clinical Effects of Acupuncture on Methadone Reduction
Opioid use disorders (OUDs) pose a substantial global health burden, with methadone maintenance treatment (MMT) widely adopted as an intervention; however, MMT is associated with immunosuppression, metabolic disturbances, and dysbiosis of the gut microbiota. Despite the potential of acupuncture in reducing methadone dosages and opioid addiction, the underlying biological mechanisms remain unclear. Therefore, we aimed to integrate clinical trial data with multi-omics analysis, including single-cell sequencing, transcriptomics, metabolomics, and metagenomics, to evaluate the effects of acupuncture in patients undergoing MMT. We collected peripheral blood mononuclear cells, plasma, and fecal samples from 48 MMT participants in a randomized, placebo-controlled trial. Participants were divided into acupuncture ( n = 25) and sham-acupuncture ( n = 23) groups. After 8 weeks of intervention, 84% of patients in the acupuncture group achieved ≥20% reduction in methadone dosage, compared to 39% in the sham-acupuncture group ( P < 0.01). Our findings revealed that acupuncture may activate the defense response to viruses, with altered immune cell functions in classical monocytes correlating with clinical responses to reduced methadone doses. Acupuncture might ameliorate intestinal microbial disruptions caused by OUD by up-regulating Bilophila and modulating bile acid metabolism. Furthermore, acupuncture up-regulated galectin-9 (LGALS9)-mediated intercellular communication between classical monocytes and other immune subsets. To further validate the mechanistic link between bile acid metabolism and immune regulation, we conducted in vitro experiments using THP-1 monocytes treated with cholic acid. The results showed that bile acid exposure suppressed galectin-9 and IFN-γ expression, while low-dose bile acid (simulating acupuncture effects) partially reversed this effect. These findings support a bile acid–galectin–interferon axis that may be modulated by acupuncture in OUD. Collectively, our results provide clinical and mechanistic evidence supporting acupuncture as a potential adjunct therapy to mitigate the adverse effects of long-term opioid use.