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4201 citation(s) found for "Chen, C".

Effects of Tuina in Patients With Chronic Nonspecific Low Back Pain: A Randomized Controlled Trial
Yang, Juan , Do, Alexander , Soderlind, Jennifer N., Mallory, Molly J., Bublitz, Sara E. , Calva, Jason J., Croghan, Ivana T. , Zhou, Xuan , Ma, Qingyu , Tay, B. K., Choo, Celia Tan Ia, Jensen, Mark A. , Brault, Jeffrey S. , Bauer, Brent A. , Zhou, Xuan , Fischer, Karen M. , Chen, Jiaxu

Mayo Clinic

Journal of Primary Care & Community Health | October 5, 2025 | Volume: 16 | Issue: No issue available | Pages: No page available

10.1177/21501319251357404 | PMID 41046365 Get It

Background: Chronic nonspecific low back pain (CNLBP) is a prevalent, disabling condition worldwide. Tuina, a traditional Chinese manual therapy, has shown potential benefits, but evidence remains limited. Objective: This study evaluated the effectiveness and safety of Tuina therapy in managing CNLBP in a U.S. population. Methods: A prospective, single-blind, randomized controlled trial was conducted at Mayo Clinic Rochester campus (February 2020-April 2024). 204 participants with CNLBP were randomized into 3 groups: Tuina (N = 68), physical therapy (N = 68), or a combination of both (N = 68). Each group received 6 treatments over 2 months. The primary outcome was pain intensity (VAS); secondary outcomes included disability (ODI), quality of life (SF-36), and adverse events. Additionally, participants completed a satisfaction survey at the end of the trial. Research Electronic Data Capture (REDCap) was used for survey data collection. Data was assessed by analysis of variance (ANOVA) for the multiple repeated measurements, Kruskal-Wallis tests, while Chi-square tests, and Bonferroni correction in SAS software. Results: 185 subjects completed the study. Significant decreases in VAS, ODI, and SF-36 Overall Physical scores were found from baseline, to post treatment and follow-up in all groups ( P < .05), while there were no significant differences in VAS, ODI, or SF-36 outcomes between the Tuina group and the other 2 groups. There were 4 adverse events observed in the trial, 1 in the Physical therapy group and 3 in the Mixed group. Only 1 transient low back pain after Tuina therapy was observed in the Mixed group but did not require treatment. The high percentage of patients who received the Tuina program was extremely helpful (n = 94/126, 77.0%). The willingness to recommend was significantly higher for Tuina compared to physical therapy (Mixed group [N = 59/62, 95.2%], Tuina group [N = 57/64, 91.9%], and physical therapy group [N = 31/59, 59.6%] ( P < .05). Conclusion: Tuina therapy showed comparable benefits to physical therapy and combined treatment of both in improving pain, function, and quality of life in patients with CNLBP. With high patient satisfaction and a favorable safety profile, Tuina appears to be a safe and acceptable non-invasive treatment option. Further studies are needed to validate these findings in the future.
Prevalence of Concurrent (Double‐Positive) JAK2 , CALR , or MPL Mutations and Corresponding Clinicopathologic Featu
He, Rong , Ollila, Paul L., Zhang, Xi , Ji, Yuan , Rangan, Aruna , Gangat, Naseema , Chen, Dong , Tefferi, Ayalew , Viswanatha, David S., Yuan, Ji , Chen, Dong , Tefferi, Ayalew , Shi, Min

Mayo Clinic

American Journal of Hematology | October 4, 2025 | Volume: 100 | Issue: 12 | Pages: 2431-2435

10.1002/ajh.70098 | PMID 41045031 Get It

Beyond BRCA deficiency: Clinical and molecular predictors of survival in patients with BRCA-deficient tubo-ovarian high-grade serous carcinoma
Garsed, Dale W. , Pandey, Ahwan , Ariyaratne, Dinuka , Laumont, Céline M. , Hamilton, Phineas T. , Alsop, Jennifer , Antoniou, Antonis C. , Au‐Yeung, George , Beckmann, Matthias W. , González, Amy Berrington de , Bisinotto, Christiani, Blome, Freya , Bodelón, Clara , Boros, Jessica , Brand, Alison H. , Carney, Michael E., Coulson, Penny , Cushing‐Haugen, Kara L. , Cybulski, Cezary, Darcy, Kathleen M. , David, C. W. Mabey, Davidson, Trent , Emons, Julius , Farrell, Rhonda , Gentry-Maharaj, Aleksandra, Harter, Philipp, Hartmann, Arndt, Heikaus, Sebastian, Hettiaratchi, Anusha , Heublein, Sabine , Huntsman, David G. , Jimenez-Linan, Mercedes , Jones, Michael E. , Kang, Eunyoung , Konecny, Gottfried E. , Kruitwagen, Rutgerus, Kwon, Jessica, Lambrechts, Diether , Lester, Jenny, Leung, Samuel , Leung, Yee , Loverix, Liselore , Mateoiu, Constantina , McNeish, Iain A. , Nevins, Nikilyn, Olawaiye, Alexander , Oršulić, Sandra , Osório, Ana , Quinn, Carmel M. , Mohan, Ganendra Raj , Ruebner, Matthias , Salfinger, Stuart , Samra, Spinder , Stewart, Colin J.R. , Talhouk, Aline , Tan, Adeline , Tarney, Christopher M., Aa, Maaike AVan Der, Gorp, Toon Van , Nieuwenhuysen, Els Van, Wagensveld, Lilian van , Wahner-Hendrickson, Andrea E., Walter, Christina B., Welz, Julia , Wentzensen, Nicolas , Winterhoff, Boris , Berchuck, Andrew, Fasching, Peter A. , Gayther, Simon A. , Kelemen, Linda E. , Maxwell, G. Larry , Menon, Usha , Modugno, Francesmary, Schildkraut, Joellen M. , Staebler, Annette , Swedlow, Anthony, Vergote, Ignace , Wu, Anna H. , Pearce, Celeste Leigh, Pike, M. C., Goode, Ellen L. , Bowtell, David D.L. , Lambrechts, Diether , Garsed, Dale W , Fereday, Sian , Pandey, Ahwan , Ariyaratne, Dinuka , Kennedy, Catherine J , Milne, Katy , Berrington de Gonzalez, Amy , Blome, Freya , Bodelon, Clara , Christie, Elizabeth L , Ekici, Arif B , Ghatage, Prafull , Hettiaratchi, Anusha , Jones, Michael E , Kommoss, Felix , Lambrechts, Diether , Lee, Cheng-Han , Leung, Yee , Linder, Anna , McNeish, Iain A , Nelson, Gregg S , Nevins, Nikilyn , Ray-Coquard, Isabelle L. , Roxburgh, Patricia , Van de Vijver, Koen , Wahner-Hendrickson, Andrea, Wang, Chen , Wentzensen, Nicolas , Winham, Stacey J , Anglesio, Michael S , Cohen, Paul , Conrads, Thomas , Fasching, Peter A , Horlings, Hugo , Karlan, Beth Y , Menon, Usha , Neuhausen, Susan L. , Brenton, James D , Pharoah, Paul D P , Goode, Ellen L , Ramus, Susan J , Köbel, Martin , Nelson, Brad H , Fazio, Anna de , Friedlander, Michael , Lambrechts, Diether , Brand, Alison H , Bowtell, David D , Goodman, Marc T , Zwimpfer, Tibor A. , Fereday, Sián , Jayawardana, Madawa , Twomey, Laura , Kennedy, Catherine J. , Bolithon, Adelyn , Meagher, Nicola S. , Milne, Katy , Cazorla, Alicia , Chiu, Derek S , Christie, Elizabeth L. , Chudecka-Glaz, Anita Monika , Ekici, Arif B. , Elishaev, Esther , Engler, Tobias , Fischer, Anna, García‐Closas, Montserrat , Gentry‐Maharaj, Aleksandra , Glasspool, Rosalind , Hartkopf, Andreas D , Hernandez, Brenda Y. , Kaznowska, Ewa B. , Kluz, Tomasz , Kruitwagen, Roy F.P.M. , Kwon, Jessica, Lee, Cheng‐Han , Lester, Jenny, Leung, Samuel, Linder, Anna , Lissowska, Jolanta , Lubiński, Jan , Moubarak, Malak , Nelson, Gregg , Olbrecht, Siel , Rodríguez‐Antona, Cristina , Schoemaker, Minouk J. , Sinn, Hans‐Peter , Sonke, Gabe S. , Steele, Linda, Taylor, Sarah E , Nieuwenhuysen, Els Van , Wang, Chen , Wilkens, Lynne R. , Winham, Stacey J. , Anglesio, Michael S. , Reis, Francisco José Cândido dos , Cohen, Paul A. , Crowe, Philip John , Doherty, Jennifer A. , Fortner, Renée T. , García, María J. , Goodman, Marc T. , Gronwald, Jacek , Harris, Holly R. , Heitz, Florian , Karlan, Beth Y. , Sundfeldt, Karin , Brenton, James D. , Pharoah, Paul D.P. , Ramus, Susan J. , Köbel, Martin , Nelson, Brad H. , DeFazio, Anna , Friedländer, Michael

Mayo Clinic

No container title available | October 3, 2025 | Volume: No volume available | Issue: No issue available | Pages: No page available

10.21203/rs.3.rs-7572112/v1 | PMID 41255967 Get It

Abstract BRCA-associated homologous recombination deficiency (HRD) is present in ~ 50% of high-grade serous carcinomas (HGSC) and predicts sensitivity to platinum-based therapy. However, there is little understanding of why some patients with BRCA-deficient tumors experience unexpectedly poor outcomes. We profiled 154 tumors, enriched for patients with BRCA-deficient tumors that experienced short overall survival (≤ 3 years, n = 42), using whole-genome, transcriptome, and methylation analyses. All but one BRCA-deficient tumor exceeded an accepted HRD genomic scarring threshold. However, patients with BRCA1-deficient HGSC with a more elevated HRD score survived significantly longer. Patients with BRCA2-deficient HGSC and loss of NF1 survived twice as long as those without NF1 loss, whereas PIK3CA or RAD21 amplification defined BRCA2-deficient HGSC with exceptionally short survival. BRCA1-deficient tumors in short survivors had evidence of immunosuppressive c-kit signaling and EMT. In a large HGSC cohort (n = 1,389) including 282 individuals with pathogenic germline BRCA variants (gBRCApv), the location of the mutation within functional domains stratified clinical outcomes. Notably, residual disease after primary surgery had limited prognostic effect in gBRCApv-carriers compared to non-carriers. Our findings indicate that tumor HR proficiency in the context of therapy response and survival is not a binary property, and highlight genomic and immune modifiers of outcomes in BRCA-deficient HGSC.
Outcomes of Maintenance Immunotherapy in a Cohort of Patients With Susac Syndrome
Moheb, Negar , Tajfirouz, Deena , Chodnicki, Kevin D. , McKeon, Andrew , Rattanathamsakul, Natthapon , Salman, Abdul-Rahman , Rettenmaier, Leigh A. , Varma-Doyle, Aditi , Chwalisz, Bart K. , Chen, John J. , Tajfirouz, Deena , McKeon, Andrew , Chen, John J , Salman, Abdul-Rahman , Rattanathamsakul, Natthapon

Mayo Clinic

Neurology Clinical Practice | October 2, 2025 | Volume: 15 | Issue: 6 | Pages: No page available

10.1212/cpj.0000000000200544 | PMID 41070138 Get It

Final Results from a First-in-Human Phase I Study of the Dual Isocitrate Dehydrogenase (IDH) 1/2 Inhibitor, LY3410738, in Advanced Solid Tumors Harboring IDH1 or IDH2
Harding, James J. , Oh, Do‐Youn , Macarulla, Teresa , Goyal, Lipika , Varkaris, Andreas , Palmieri, Lola‐Jade , Ikeda, Masafumi , Kondo, Shunsuke , Bai, Li‐Yuan , Ueno, Makoto , Papadopoulos, Kyriakos P. , Shroff, Rachna T. , Kizilbash, Sani H. , Liao, Chih‐Yi , Azad, Nilofer S. , Jaeckle, Kurt A. , Bender, Mark H. , Varughese, Sunoj Chacko , Sachdeva, Deepa , Radtke, David B. , Gueorguieva, Ivelina , Chen, Hsiao-Rong , Liu, Hui , Xu, Xiangyuan , Macarulla, Teresa , Chen, Li-Tzong , Papadopoulos, Kyriakos P , Shroff, Rachna T , Kizilbash, Sani H , Hollebecque, Antoine , Adeva, Jorge , Cosman, Rasha , Yokota, Tomoya , Park, Joon Oh , Turk, Anita , Liao, Chih-Yi , Satoh, Taroh , Borad, Mitesh J , El-Khouiery, Anthony B , Azad, Nilofer , Jaeckle, Kurt A , Loong, Herbert H , Yong, Wei-Peng , Bender, Mark H , Varughese, Sunoj Chacko , Sachdeva, Deepa , Radtke, David B , Gueorguieva, Ivelina , Szpurka, Anna M , Chen, Hsiao-Rong , Liu, Hui , Xu, Xiaojian , Rodon, Jordi , Ikeda, Masafumi , Goyal, Lipika , Harding, James J , Chen, Li‐Tzong , Adeva, Jorge , Yokota, Tomoya , Borad, Mitesh J. , El-Khoueiry, Anthony B. , Loong, Herbert H. , Yong, Wei Peng

Mayo Clinic

Clinical Cancer Research | September 30, 2025 | Volume: 31 | Issue: 23 | Pages: 4920-4932

10.1158/1078-0432.ccr-25-0174 | PMID 41026608 Get It

Abstract Purpose: Isocitrate dehydrogenase (IDH) 1/2–isoform inhibitors have clinical efficacy in IDH1/IDH2-mutated neoplasms. However, primary resistance and secondary resistance limit their therapeutic potential. LY3410738, an oral, brain-penetrant, dual IDH1/IDH2-mutated isoform-selective inhibitor, was designed to overcome resistance. Patients and Methods: This global, multicenter, open-label, phase I study of patients with IDH-mutant solid tumors evaluated LY3410738 as monotherapy (dose escalation) for advanced solid tumors in combination with cisplatin–gemcitabine (CISGEM) for newly diagnosed cholangiocarcinoma or with durvalumab for relapsed/refractory cholangiocarcinoma (dose expansion; NCT04521686). Primary objectives were the maximum tolerated dose, recommended phase II dose, and preliminary antitumor activity. Safety, pharmacokinetics, inhibition of D-2-hydroxyglutarate, and ctDNA were assessed. Results: Overall, 119 patients received LY3410738 alone (N = 94) or in combination with CISGEM (N = 19) or durvalumab (N = 6). No dose-limiting toxicities were observed; the maximum tolerated dose was not determined. Common adverse events included nausea, vomiting, and decreased appetite. Overall response rates of 5.2% and 11.1% and disease control rates of 56.9% and 63.0% were observed for patients with relapsed/refractory IDH1- or IDH2-mutant cholangiocarcinoma or IDH1-mutant glioma, respectively. D-2-hydroxyglutarate normalization was rapid and durable. In dose-expansion cohorts, combination treatments were tolerable, with one dose-limiting toxicity in the durvalumab cohort. LY3410738 plus CISGEM demonstrated a response rate of 42.1%, a median duration of response of 8.1 months, and a median progression-free survival of 10.2 months for patients with newly diagnosed IDH-mutant cholangiocarcinoma. Conclusions: LY3410738 demonstrated largely cytostatic antitumor activity in IDH1- or IDH2-mutated cholangiocarcinoma and IDH1-mutated gliomas. LY3410738 plus CISGEM exhibited favorable antitumor activity in patients with treatment-naïve IDH-mutated cholangiocarcinoma, warranting further exploration as a treatment strategy.
A Multicenter Study of an Investigational Extended Wear Insulin Infusion Set in Adults with Type 1 Diabetes
Lal, Rayhan A. , Lum, John W. , Reed, Zachariah W., Kruger, Davida , Reed, John Chip, Weinstock, Ruth S. , Carlson, Anders L. , Kudva, Yogish C. , Liljenquist, David R., Levister, Camilla, Broyles, Frances E. , Pinsker, Jordan E. , Romey, Matt, Lehman, Avi, Muchmore, Douglas B. , Kollman, Craig, Group, for the CB1 Study, Hirsch, Irl B , Pinsker, Jordan E , Beck, Roy W , Lal, Rayhan A , Lal, Rayhan A. , Reed, John H. Chip, Aleppo, Grazia , Chen, Jean, Ahn, David , Hirsch, Irl B. , Putman, Melissa S. , Pinsker, Jordan E. , Beck, Roy W. , Group, for the CB1 Study

Mayo Clinic

Diabetes Technology & Therapeutics | September 30, 2025 | Volume: 28 | Issue: 1 | Pages: 1-9

10.1177/15209156251364548 | PMID 40780817 Get It

Objective: To evaluate the function and safety of the SteadiSet™ infusion set over a continuous 7-day wear period in adults with type 1 diabetes. Research Design and Methods: Participants used a SteadiSet infusion set with a t:slim X2™ insulin pump with Control-IQ™ technology, and either insulin aspart or insulin lispro, for a target of 7 days for 12 consecutive wear periods. Each set removed before 7 days was adjudicated by an independent committee to assess the cause of early removal and to determine whether criteria for primary or key secondary endpoints were met. Results: There were 260 participants who inserted 3028 infusion sets. For the primary endpoint, the Kaplan–Meier 7-day survival estimate was 95% (95% CI 94% to 96%). For the key secondary endpoint, which expanded the reasons for a failed infusion set, the Kaplan–Meier 7-day survival estimate was 84% (95% CI 82% to 86%). For both endpoints, the P value was <0.001 compared with a prespecified survival rate of 75%. Time-in-range 70–180 mg/dL (TIR) increased through day 3 of set wear and then decreased through day 7, with the average TIR being 70.6% over the entire wear period across all infusion sets, including those that failed. An increase in total daily insulin was observed from day 4 through day 7. Conclusions: The 7-day survival of the SteadiSet infusion set was very high for the primary endpoint and at an acceptable level with respect to early removal for any reason related to the device.
Diagnosis, Prognosis, and Drug Target Discovery for Chronic Widespread Pain: A Large Proteogenomic Study
Meng, Ruogu , Liu, Duanke, Guo, Yuchen, Wang, Yunhe, Gao, Yaqing , Huang, Zhe , Zhu, Liang , Zeng, Chao , Ma, Jun , Irani, Anushka, Lei, Guanghua, Irani, Anushka , Chen, Li , Xie, Junqing , Irani, Anushka , Kelleher, Eoin , Guo, Yuchen, Wang, Yunhe, Yuan, Shuai , Dong, Yanhui, Lei, Guanghua, Prieto‐Alhambra, Daniel

Mayo Clinic

Advanced Science | September 30, 2025 | Volume: 12 | Issue: 47 | Pages: No page available

10.1002/advs.202507691 | PMID 41025730 Get It

Abstract Chronic widespread pain (CWP) remains challenging due to its heterogeneous causes and complex mechanisms. A total of 2920 plasma proteins are analyzed from 29,254 UK Biobank participants. A total of 256 proteins are identified as cross‐sectionally correlated with CWP. A simple (top 10 proteins) and comprehensive (all significant proteins) proteomic‐based score (ProtS) is created for CWP diagnosis, both outperforming and improving the existing clinical score (area under the curve, AUC: 0.801, 0.723, and 0.791 alone, and 0.856 and 0.880 in combination). In addition, the protein score predicted 13‐years risk of pain‐related traits over the body, including pain onset, progression, and intensity; Moreover, it has stronger associations with nociplastic pain and fibromyalgia compared to nociceptive and neuropathic pain, implying a unique protein signature of different pain mechanisms. Finally, among 434 candidate proteins prioritized in the observational analysis, 18 are corroborated with causal relevance by Mendelian randomization, and importantly, four (CA14, DPEP1, LGALS3, and TNF) showed potential as novel drug targets repurposed for treating CWP.
Multiomics combined with machine learning defines unique molecular subtypes of cholangiocarcinoma and identifies TNK1 as a therapeutic target
Mun, Dong‐Gi , Jessen, Erik , Carlson, Danielle M. , Watkins, Ryan , Gregory, Lindsey A., McCabe, Chantal E. , Golkowski, Martin , Baker, Marshall S., Conboy, Caitlin B. , Ozmert, Enis H., Kandasamy, Richard K. , Roberts, Lewis R. , Andersen, Joshua L. , Smoot, Rory L. , Tomlinson, Jennifer L. , Abdelrahman, Amro , Gregory, Lindsey, Conboy, Caitlin, Larson, Ellen L. , Roberts, Lewis, Pandey, Akhilesh , Jessen, Erik , Roberts, Lewis R , Smoot, Rory L , Kandasamy, Richard K , Conboy, Caitlin B , Mun, Dong-Gi , Carlson, Danielle Marie , Budhraja, Rohit , Alva‐Ruiz, Roberto , Abdelrahman, Amro M. , Wang, Chen , Graham, Rondell P. , Woods, Kathryn, Gores, Gregory J. , Ilyas, Sumera I. , Sample, Jack W. , Borad, Mitesh J. , Pandey, Akhilesh

Mayo Clinic

Hepatology | September 29, 2025 | Volume: 84 | Issue: 2 | Pages: 396-410

10.1097/hep.0000000000001535 | PMID 41020779 Get It

Background and Aims: Cholangiocarcinoma (CCA) is one of the most lethal cancers, characterized by molecular heterogeneity and treatment resistance. To uncover new biological signals and therapeutic opportunities, we employed multiomic characterization combined with machine learning. Approach and Results: We profiled all anatomical CCA subtypes using whole exome sequencing, mRNA sequencing, and proteome/phosphoproteome analysis. Integrative dimensional reduction revealed RNA, protein, and phosphoprotein features driving tumor heterogeneity, enabling clustering. Machine learning algorithms identified molecular features for each cluster and mapped external datasets and patient-derived xenograft (PDX) models onto these clusters. Kinase enrichment analysis highlighted targetable kinases active in each cluster. In vivo validation was performed in cluster-specific PDX models using the selective TNK1 inhibitor, TP-5801. We identified 3 molecular clusters with distinct pathway characterization: immunomodulatory (cluster 1), metabolic (cluster 2), and gene regulation/cellular fate (cluster 3). Cluster assignment was independent of anatomic subtype but correlated with overall survival following curative-intent resection. We also identified multiomic features and pathways linked to overall survival and lymph node metastases, crucial for patient treatment selection. Kinase enrichment analysis pinpointed TNK1 as a highly active kinase in the metabolic cluster. Treatment with TP-5801 significantly reduced tumor growth in a metabolic PDX model, but not in models representing the other clusters. Combining internal data with publicly available datasets, we identified the immunomodulatory cluster as most responsive to gemcitabine/cisplatin therapy, confirmed in vivo using cluster-specific PDX models. Conclusions: Integrated multiomic characterization provides translational insights by defining unique molecular subtypes associated both with therapeutic response and overall clinical outcomes. This approach identified TNK1 as a previously unrecognized therapeutic target in a defined subset of CCA tumors.
The Relationship Between Non-Invasive Tests and Digital Pathology for Quantifying Liver Fibrosis in MASLD
Wei, Xiaodie , Qiu, Lixia , Wang, Xinxin , Shao, Chen , Zhao, Jing , Chen, Jun , Yin, Meng , Ehman, Richard L. , Zhang, Jing , Yin, Meng , Ehman, Richard , Yang, Qiang

Mayo Clinic

Diagnostics | September 29, 2025 | Volume: 15 | Issue: 19 | Pages: 2475

10.3390/diagnostics15192475 | PMID 41095694 Get It

Background: It is crucial to evaluate liver fibrosis in metabolic dysfunction-associated steatotic liver disease (MASLD). Digital pathology, an automated method for quantitative fibrosis measurement, provides valuable support to pathologists by providing refined continuous metrics and addressing inter-observer variability. Although non-invasive tests (NITs) have been validated as consistent with manual pathology, the relationship between digital pathology and NITs remains unexplored. Methods: This study included 99 biopsy-proven MASLD patients. Quantitative-fibrosis (Q-Fibrosis) used second-harmonic generation/two-photon excitation fluorescence microscopy (SHG/TPEF) to quantify fibrosis parameters (q-FPs). Correlations between eight NITs and q-FPs were analyzed. Results: Using manual pathology as standard, Q-Fibrosis exhibited excellent diagnostic performance in fibrosis stages assessment with area under the receiver operating characteristic curves (AUCs) ranging from 0.924 to 0.967. In addition, magnetic resonance elastography (MRE) achieved the highest diagnostic accuracy (AUC: 0.781–0.977) among the eight NITs. Furthermore, MRE-assessed liver stiffness measurement (MRE-LSM) showed the strongest correlation with q-FPs, particularly adjusted by string length, string width, and the number of short and thick strings within the portal region. Conclusions: Both MRE and digital pathology demonstrated excellent diagnostic accuracy. MRE-LSM was primarily determined by collagen extent, location and pattern, which provide a new perspective for understanding the relationship between the change in MRE and histological fibrosis reverse.
Large language models for bioinformatics
Ruan, Wei, Lyu, Yanjun , Zhang, Jing , Cai, Jiazhang , Lu, Yao , Wang, Tao , Liu, Yufang , Fang, Luyang , Liu, Ziyu , Liu, Zhengliang , Li, Yiwei , Wu, Zihao , Chen, Junhao , Jiang, Hanqi, Yang, Zhenyuan, Liang, Shizhe, Zhang, Wei , Ma, Terry, Dou, Yuan , Zhang, Jianli , Gong, Xinyu , Gan, Qi , Zou, Yusong , Chen, Z. J. , Qian, Yuanxin, Yu, Shuo , Song, Kenan, Sikora, Andrea, Li, Xiang , Wang, Yingfeng , Zhong, Wenxuan, Liu, Rongjie , Huang, Chao , Shen, Ye , Yan, Yajun , Liu, Tianming, Huang, Chao , Song, Kenan , Wang, Peilong, Chen, Jingyuan, Song, Kenan , Ruan, Wei, Shu, Peng , Yang, Ge , Gao, Shang , Wang, Yue , Wang, Peilong , Zhao, Lin , Jiang, Hanqi , Pan, Yi Feng , Chen, Jingyuan , Dou, Yuan, Chen, Z. J. , Qian, Yuanxin, Jin, Lu , Wang, Xianqiao , Sikora, Andrea , Li, Gang , Li, Quanzheng , Zhang, Lu, Abate, Yohannes , He, Lifang , Zhong, Wenxuan, Liu, Wei , Ma, Ping , Zhu, Hongtu , Zhu, Dajiang

Mayo Clinic

Quantitative Biology | September 29, 2025 | Volume: 14 | Issue: 1 | Pages: No page available

10.1002/qub2.70014 | PMID 41676319 Get It

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.