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Personalized inhaled bacteriophage therapy for treatment of multidrug-resistant Pseudomonas aeruginosa in cystic fibrosis 个体化吸入噬菌体治疗多重耐药铜绿假单胞菌囊性纤维化
IF 82.9 1区 医学
Nature Medicine Pub Date : 2025-04-29 DOI: 10.1038/s41591-025-03678-8
Benjamin K. Chan, Gail L. Stanley, Kaitlyn E. Kortright, Albert C. Vill, Mrinalini Modak, Isabel M. Ott, Ying Sun, Silvia Würstle, Casey N. Grun, Barbara I. Kazmierczak, Govindarajan Rajagopalan, Zachary M. Harris, Clemente J. Britto, Jill Stewart, Jaideep S. Talwalkar, Casey R. Appell, Nauman Chaudary, Sugeet K. Jagpal, Raksha Jain, Adaobi Kanu, Bradley S. Quon, John M. Reynolds, Charlotte C. Teneback, Quynh-Anh Mai, Veronika Shabanova, Paul E. Turner, Jonathan L. Koff
{"title":"Personalized inhaled bacteriophage therapy for treatment of multidrug-resistant Pseudomonas aeruginosa in cystic fibrosis","authors":"Benjamin K. Chan, Gail L. Stanley, Kaitlyn E. Kortright, Albert C. Vill, Mrinalini Modak, Isabel M. Ott, Ying Sun, Silvia Würstle, Casey N. Grun, Barbara I. Kazmierczak, Govindarajan Rajagopalan, Zachary M. Harris, Clemente J. Britto, Jill Stewart, Jaideep S. Talwalkar, Casey R. Appell, Nauman Chaudary, Sugeet K. Jagpal, Raksha Jain, Adaobi Kanu, Bradley S. Quon, John M. Reynolds, Charlotte C. Teneback, Quynh-Anh Mai, Veronika Shabanova, Paul E. Turner, Jonathan L. Koff","doi":"10.1038/s41591-025-03678-8","DOIUrl":"https://doi.org/10.1038/s41591-025-03678-8","url":null,"abstract":"<p>Bacteriophage (phage) therapy, which uses lytic viruses as antimicrobials, is a potential strategy to address the antimicrobial resistance crisis. Cystic fibrosis, a disease complicated by recurrent <i>Pseudomonas aeruginosa</i> pulmonary infections, is an example of the clinical impact of antimicrobial resistance. Here, using a personalized phage therapy strategy that selects phages for a predicted evolutionary trade-off, nine adults with cystic fibrosis (eight women and one man) of median age 32 (range 22–46) years were treated with phages on a compassionate basis because their clinical course was complicated by multidrug-resistant or pan-drug-resistant <i>Pseudomonas</i> that was refractory to prior courses of standard antibiotics. The individuals received a nebulized cocktail or single-phage therapy without adverse events. Five to 18 days after phage therapy, sputum <i>Pseudomonas</i> decreased by a median of 10<sup>4</sup> CFU ml<sup>−1</sup>, or a mean difference of 10<sup>2</sup> CFU ml<sup>−1</sup> (<i>P</i> = 0.006, two-way analysis of variance with Dunnett’s multiple-comparisons test), without altering sputum microbiome, and an analysis of sputum <i>Pseudomonas</i> showed evidence of trade-offs that decreased antibiotic resistance or bacterial virulence. In addition, an improvement of 6% (median) and 8% (mean) predicted FEV<sub>1</sub> was observed 21–35 days after phage therapy (<i>P</i> = 0.004, Wilcoxon signed-rank <i>t</i>-test), which may reflect the combined effects of decreased bacterial sputum density and phage-driven trade-offs. These results show that a personalized, nebulized phage therapy trade-off strategy may affect clinical and microbiologic endpoints, which must be evaluated in larger clinical trials.</p>","PeriodicalId":19037,"journal":{"name":"Nature Medicine","volume":"13 1","pages":""},"PeriodicalIF":82.9,"publicationDate":"2025-04-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143884919","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Cerebrospinal fluid biomarker predicts dementia onset and progression in Alzheimer’s disease 脑脊液生物标志物预测阿尔茨海默病的发病和进展
IF 82.9 1区 医学
Nature Medicine Pub Date : 2025-04-28 DOI: 10.1038/s41591-025-03700-z
{"title":"Cerebrospinal fluid biomarker predicts dementia onset and progression in Alzheimer’s disease","authors":"","doi":"10.1038/s41591-025-03700-z","DOIUrl":"https://doi.org/10.1038/s41591-025-03700-z","url":null,"abstract":"Proteomics analyses of thousands of proteins in human cerebrospinal fluid reveal that the ratio of two proteins can be used to predict future dementia or cognitive resilience among people with Alzheimer’s disease brain pathology.","PeriodicalId":19037,"journal":{"name":"Nature Medicine","volume":"80 1","pages":""},"PeriodicalIF":82.9,"publicationDate":"2025-04-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143880485","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Changing climate and socioeconomic factors contribute to global antimicrobial resistance 气候变化和社会经济因素促进了全球抗菌素耐药性
IF 82.9 1区 医学
Nature Medicine Pub Date : 2025-04-28 DOI: 10.1038/s41591-025-03629-3
Weibin Li, Tingting Huang, Chaojie Liu, Haishaerjiang Wushouer, Xinyi Yang, Ruonan Wang, Haohai Xia, Xiying Li, Shengyue Qiu, Shanquan Chen, Hung Chak Ho, Cunrui Huang, Luwen Shi, Xiaodong Guan, Guobao Tian, Gordon Liu, Kristie L. Ebi, Lianping Yang
{"title":"Changing climate and socioeconomic factors contribute to global antimicrobial resistance","authors":"Weibin Li, Tingting Huang, Chaojie Liu, Haishaerjiang Wushouer, Xinyi Yang, Ruonan Wang, Haohai Xia, Xiying Li, Shengyue Qiu, Shanquan Chen, Hung Chak Ho, Cunrui Huang, Luwen Shi, Xiaodong Guan, Guobao Tian, Gordon Liu, Kristie L. Ebi, Lianping Yang","doi":"10.1038/s41591-025-03629-3","DOIUrl":"https://doi.org/10.1038/s41591-025-03629-3","url":null,"abstract":"<p>Climate change poses substantial challenges in containing antimicrobial resistance (AMR) from a One Health perspective. Using 4,502 AMR surveillance records involving 32 million tested isolates from 101 countries (1999–2022), we analyzed the impact of socioeconomic and environmental factors on AMR. We also established forecast models based on several scenarios, considering antimicrobial consumption reduction, sustainable development initiatives and different shared socioeconomic pathways under climate change. Our findings reveal growing AMR disparities between high-income countries and low- and middle-income countries under different shared socioeconomic pathway scenarios. By 2050, compared with the baseline, sustainable development efforts showed the most prominent effect by reducing AMR prevalence by 5.1% (95% confidence interval (CI): 0.0–26.6%), surpassing the effect of antimicrobial consumption reduction. Key contributors include reducing out-of-pocket health expenses (3.6% (95% CI: −0.5 to 21.4%)); comprehensive immunization coverage (1.2% (95% CI: −0.1% to 8.2%)); adequate health investments (0.2% (95% CI: 0.0–2.4%)) and universal access to water, sanitation and hygiene services (0.1% (95% CI: 0.0–0.4%)). These findings highlight the importance of sustainable development strategies as the most effective approach to help low- and middle-income countries address the dual challenges of climate change and AMR.</p>","PeriodicalId":19037,"journal":{"name":"Nature Medicine","volume":"24 1","pages":""},"PeriodicalIF":82.9,"publicationDate":"2025-04-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143880445","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Polygenic risk score boosts prostate cancer detection 多基因风险评分有助于前列腺癌的检测
IF 82.9 1区 医学
Nature Medicine Pub Date : 2025-04-28 DOI: 10.1038/d41591-025-00027-7
{"title":"Polygenic risk score boosts prostate cancer detection","authors":"","doi":"10.1038/d41591-025-00027-7","DOIUrl":"https://doi.org/10.1038/d41591-025-00027-7","url":null,"abstract":"The polygenic score, based on analysis of DNA from a saliva sample, led to the detection of more cancers than would have been found with standard screening pathways.","PeriodicalId":19037,"journal":{"name":"Nature Medicine","volume":"31 1","pages":""},"PeriodicalIF":82.9,"publicationDate":"2025-04-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143880483","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Author Correction: T cell malignancies after CAR T cell therapy in the DESCAR-T registry 作者更正:在DESCAR-T注册中CAR-T细胞治疗后的T细胞恶性肿瘤
IF 82.9 1区 医学
Nature Medicine Pub Date : 2025-04-25 DOI: 10.1038/s41591-025-03717-4
Remy Dulery, Vincent Guiraud, Sylvain Choquet, Catherine Thieblemont, Emmanuel Bachy, Stéphane Barete, Ève Todesco, Bertrand Arnulf, Nicolas Boissel, André Baruchel, Jacques-Olivier Bay, Steven Le Gouill, Roch Houot
{"title":"Author Correction: T cell malignancies after CAR T cell therapy in the DESCAR-T registry","authors":"Remy Dulery, Vincent Guiraud, Sylvain Choquet, Catherine Thieblemont, Emmanuel Bachy, Stéphane Barete, Ève Todesco, Bertrand Arnulf, Nicolas Boissel, André Baruchel, Jacques-Olivier Bay, Steven Le Gouill, Roch Houot","doi":"10.1038/s41591-025-03717-4","DOIUrl":"https://doi.org/10.1038/s41591-025-03717-4","url":null,"abstract":"<p>Correction to: <i>Nature Medicine</i> https://doi.org/10.1038/s41591-024-03458-w, published online 8 January 2025.</p>","PeriodicalId":19037,"journal":{"name":"Nature Medicine","volume":"9 1","pages":""},"PeriodicalIF":82.9,"publicationDate":"2025-04-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143876312","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Author Correction: Protective autophagy elicited by RAF→MEK→ERK inhibition suggests a treatment strategy for RAS-driven cancers 作者更正:RAF→MEK→ERK抑制引发的保护性自噬提示了ras驱动型癌症的治疗策略
IF 82.9 1区 医学
Nature Medicine Pub Date : 2025-04-25 DOI: 10.1038/s41591-025-03713-8
Conan G. Kinsey, Soledad A. Camolotto, Amelie M. Boespflug, Katrin P. Guillen, Mona Foth, Amanda Truong, Sophia S. Schuman, Jill E. Shea, Michael T. Seipp, Jeffrey T. Yap, Lance D. Burrell, David H. Lum, Jonathan R. Whisenant, G. Weldon Gilcrease, Courtney C. Cavalieri, Kaitrin M. Rehbein, Stephanie L. Cutler, Kajsa E. Affolter, Alana L. Welm, Bryan E. Welm, Courtney L. Scaife, Eric L. Snyder, Martin McMahon
{"title":"Author Correction: Protective autophagy elicited by RAF→MEK→ERK inhibition suggests a treatment strategy for RAS-driven cancers","authors":"Conan G. Kinsey, Soledad A. Camolotto, Amelie M. Boespflug, Katrin P. Guillen, Mona Foth, Amanda Truong, Sophia S. Schuman, Jill E. Shea, Michael T. Seipp, Jeffrey T. Yap, Lance D. Burrell, David H. Lum, Jonathan R. Whisenant, G. Weldon Gilcrease, Courtney C. Cavalieri, Kaitrin M. Rehbein, Stephanie L. Cutler, Kajsa E. Affolter, Alana L. Welm, Bryan E. Welm, Courtney L. Scaife, Eric L. Snyder, Martin McMahon","doi":"10.1038/s41591-025-03713-8","DOIUrl":"https://doi.org/10.1038/s41591-025-03713-8","url":null,"abstract":"<p>Correction to: <i>Nature Medicine</i> https://doi.org/10.1038/s41591-019-0367-9, published online 4 March 2019.</p>","PeriodicalId":19037,"journal":{"name":"Nature Medicine","volume":"45 1","pages":""},"PeriodicalIF":82.9,"publicationDate":"2025-04-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143872500","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
CMV serostatus is associated with improved survival and delayed toxicity onset following anti-PD-1 checkpoint blockade CMV血清状态与抗PD-1检查点阻断疗法后生存率提高和毒性发作延迟有关
IF 82.9 1区 医学
Nature Medicine Pub Date : 2025-04-23 DOI: 10.1038/s41591-025-03647-1
Gusztav Milotay, Martin Little, Robert A. Watson, Dylan Muldoon, Sophie MacKay, Ayako Kurioka, Orion Tong, Chelsea A. Taylor, Isar Nassiri, Louisa M. Webb, Oluwafemi Akin-Adigun, Julia Bremke, Weiyu Ye, Bo Sun, Piyush Kumar Sharma, Ros Cooper, Sara Danielli, Flavia Matos Santo, Alba Verge de Los Aires, Guangyi Niu, Lea Cohen, Esther Ng, James J. Gilchrist, Amanda Y. Chong, Alex Mentzer, Victoria Woodcock, Nicholas Coupe, Miranda J. Payne, Michael Youdell, Mark R. Middleton, Paul Klenerman, Benjamin P. Fairfax
{"title":"CMV serostatus is associated with improved survival and delayed toxicity onset following anti-PD-1 checkpoint blockade","authors":"Gusztav Milotay, Martin Little, Robert A. Watson, Dylan Muldoon, Sophie MacKay, Ayako Kurioka, Orion Tong, Chelsea A. Taylor, Isar Nassiri, Louisa M. Webb, Oluwafemi Akin-Adigun, Julia Bremke, Weiyu Ye, Bo Sun, Piyush Kumar Sharma, Ros Cooper, Sara Danielli, Flavia Matos Santo, Alba Verge de Los Aires, Guangyi Niu, Lea Cohen, Esther Ng, James J. Gilchrist, Amanda Y. Chong, Alex Mentzer, Victoria Woodcock, Nicholas Coupe, Miranda J. Payne, Michael Youdell, Mark R. Middleton, Paul Klenerman, Benjamin P. Fairfax","doi":"10.1038/s41591-025-03647-1","DOIUrl":"https://doi.org/10.1038/s41591-025-03647-1","url":null,"abstract":"<p>Cytomegalovirus (CMV) is a globally endemic latent herpes virus that profoundly impacts T cell immunity. We investigated the oncological consequences of CMV infection across 341 prospectively recruited patients receiving immune checkpoint blockade (ICB) for melanoma. CMV<sup>+</sup> patients with metastatic melanoma (MM) have higher lymphocyte counts, reduced neutrophil to lymphocyte ratio and divergent CD8<sup>+</sup> T cell gene expression. Combination anti-CTLA-4/anti-PD-1 ICB, but not single-agent anti-PD-1 ICB, induces cytotoxicity and CMV-associated gene expression in CD8<sup>+</sup> T cells from CMV<sup>−</sup> patients. Correspondingly, overall survival was independent of CMV serostatus in combination anti-CTLA-4/anti-PD-1 ICB recipients (CMV<sup>+</sup> hazard ratio for death: 1.02, <i>P</i> = 0.92), whereas CMV<sup>+</sup> single-agent anti-PD-1 ICB recipients had improved overall survival (CMV<sup>+</sup> hazard ratio for death: 0.37, <i>P</i> &lt; 0.01), a finding also seen in CMV<sup>+</sup> adjuvant single-agent anti-PD-1 ICB recipients (CMV<sup>+</sup> hazard ratio for recurrence: 0.19, <i>P</i> = 0.03). We identify <i>TBX21</i>, encoding T-bet, as a transcriptional driver of CMV-associated CD8<sup>+</sup> T cell gene expression, finding that <i>TBX21</i> expression is predictive of overall survival (hazard ratio: 0.62, <i>P</i> = 0.026). CMV<sup>+</sup> patients unexpectedly show reduced cumulative incidence of grade 3+ immune-related adverse events at 6 months (0.30 versus 0.52, <i>P</i> = 2.2 × 10<sup>−5</sup>), with lower incidence of colitis (<i>P</i> = 7.8 × 10<sup>−4</sup>) and pneumonitis (<i>P</i> = 0.028), an effect replicated in non-melanoma ICB recipients (<i>n</i> = 58, <i>P</i> = 0.044). Finally, we find reduced CMV seropositivity rates in patients with MM compared with UK Biobank controls (odds ratio: 0.52, <i>P</i> = 1.8 × 10<sup>−4</sup>), indicating CMV seropositivity may protect against MM. Specifically, patients with <i>BRAF</i>-mutated MM are less likely to be CMV<sup>+</sup> (odds ratio = 2.2, <i>P</i> = 0.0054), while CMV<sup>−</sup> patients present 9 yr earlier with <i>BRAF</i> wild-type MM (<i>P</i> = 1.3 × 10<sup>−4</sup>). This work reveals an interaction between CMV infection, MM development according to <i>BRAF</i> status and response to ICB, while demonstrating CMV infection is protective against severe ICB immune-related adverse events, highlighting the potential importance of previous infection history and chronic immune activation in MM development and immunotherapy outcomes.</p>","PeriodicalId":19037,"journal":{"name":"Nature Medicine","volume":"7 1","pages":""},"PeriodicalIF":82.9,"publicationDate":"2025-04-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143862721","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Benchmark evaluation of DeepSeek large language models in clinical decision-making DeepSeek大型语言模型在临床决策中的基准评价
IF 82.9 1区 医学
Nature Medicine Pub Date : 2025-04-23 DOI: 10.1038/s41591-025-03727-2
Sarah Sandmann, Stefan Hegselmann, Michael Fujarski, Lucas Bickmann, Benjamin Wild, Roland Eils, Julian Varghese
{"title":"Benchmark evaluation of DeepSeek large language models in clinical decision-making","authors":"Sarah Sandmann, Stefan Hegselmann, Michael Fujarski, Lucas Bickmann, Benjamin Wild, Roland Eils, Julian Varghese","doi":"10.1038/s41591-025-03727-2","DOIUrl":"https://doi.org/10.1038/s41591-025-03727-2","url":null,"abstract":"<p>Large Language Models (LLMs) are increasingly transforming medical applications. However, proprietary models such as GPT-4o face significant barriers to clinical adoption because they cannot be deployed on site within healthcare institutions, making them non-compliant with stringent privacy regulations. Recent advancements in open-source LLMs such as DeepSeek models offer a promising alternative since they allow efficient fine-tuning on local data in hospitals with advanced IT infrastructure. To demonstrate the clinical utility of DeepSeek-V3 and DeepSeek-R1, we benchmarked their performance on clinical decision support tasks against proprietary LLMs, including GPT-4o and Gemini-2.0 Flash Thinking Experimental. Using 125 patient cases with sufficient statistical power, covering a broad range of frequent and rare diseases, we found that DeepSeek models perform equally well and in some cases better than proprietary LLMs. Our study demonstrates that open-source LLMs can provide a scalable pathway for secure model training enabling real-world medical applications in accordance with data privacy and healthcare regulations.</p>","PeriodicalId":19037,"journal":{"name":"Nature Medicine","volume":"34 1","pages":""},"PeriodicalIF":82.9,"publicationDate":"2025-04-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143862719","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Comparative benchmarking of the DeepSeek large language model on medical tasks and clinical reasoning DeepSeek 大型语言模型在医疗任务和临床推理方面的基准比较
IF 82.9 1区 医学
Nature Medicine Pub Date : 2025-04-23 DOI: 10.1038/s41591-025-03726-3
Mickael Tordjman, Zelong Liu, Murat Yuce, Valentin Fauveau, Yunhao Mei, Jerome Hadjadj, Ian Bolger, Haidara Almansour, Carolyn Horst, Ashwin Singh Parihar, Amine Geahchan, Anis Meribout, Nader Yatim, Nicole Ng, Phillip Robson, Alexander Zhou, Sara Lewis, Mingqian Huang, Timothy Deyer, Bachir Taouli, Hao-Chih Lee, Zahi A. Fayad, Xueyan Mei
{"title":"Comparative benchmarking of the DeepSeek large language model on medical tasks and clinical reasoning","authors":"Mickael Tordjman, Zelong Liu, Murat Yuce, Valentin Fauveau, Yunhao Mei, Jerome Hadjadj, Ian Bolger, Haidara Almansour, Carolyn Horst, Ashwin Singh Parihar, Amine Geahchan, Anis Meribout, Nader Yatim, Nicole Ng, Phillip Robson, Alexander Zhou, Sara Lewis, Mingqian Huang, Timothy Deyer, Bachir Taouli, Hao-Chih Lee, Zahi A. Fayad, Xueyan Mei","doi":"10.1038/s41591-025-03726-3","DOIUrl":"https://doi.org/10.1038/s41591-025-03726-3","url":null,"abstract":"<p>DeepSeek is a newly introduced large language model (LLM) designed for enhanced reasoning, but its medical-domain capabilities have not yet been evaluated. This study assessed the capabilities of three LLMs— DeepSeek-R1, ChatGPT-o1, and Llama 3.1-405B—in performing four different medical tasks: answering questions from the United States Medical Licensing Examination (USMLE), interpreting and reasoning based on text-based diagnostic and management cases, providing tumor classification according to RECIST 1.1 criteria, and providing summaries of diagnostic imaging reports across multiple modalities. In the USMLE test, the performance of DeepSeek-R1(accuracy=0.92) was slightly inferior to that of ChatGPT-o1(accuracy=0.95; p = 0.04) but better than that of Llama 3.1-405B (accuracy=0.83; p &lt; 10<sup>-3</sup>). For text-based case challenges, DeepSeek-R1 performed similarly to ChatGPT-o1 (accuracy of 0.57 vs 0.55; p = 0.76 and 0.74 vs 0.76; p = 0.06, using New England Journal of Medicine and Medicilline databases, respectively). For RECIST classifications, DeepSeek-R1 also performed similarly to ChatGPT-o1 (0.73 vs 0.81; p = 0.10). Diagnostic reasoning steps provided by DeepSeek were deemed more accurate than those provided by ChatGPT and Llama 3.1-405B (average Likert score of 3.61, 3.22, and 3.13, respectively, p = 0.005 and p &lt; 10<sup>−3</sup>). However, summarized imaging reports provided by DeepSeek-R1 exhibited lower global quality than those provided by ChatGPT-o1 (5-point Likert score: 4.5 vs 4.8; p &lt; 10<sup>−3</sup>). This study highlights the potential of DeepSeek-R1 LLM for medical applications but also underlines areas needing improvements.</p>","PeriodicalId":19037,"journal":{"name":"Nature Medicine","volume":"54 1","pages":""},"PeriodicalIF":82.9,"publicationDate":"2025-04-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143862720","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Cognitive behavioral therapy skills via a smartphone app for subthreshold depression among adults in the community: the RESiLIENT randomized controlled trial 通过智能手机应用程序学习认知行为疗法技能,治疗社区成年人的阈值下抑郁症:RESiLIENT 随机对照试验
IF 82.9 1区 医学
Nature Medicine Pub Date : 2025-04-23 DOI: 10.1038/s41591-025-03639-1
Toshi A. Furukawa, Aran Tajika, Rie Toyomoto, Masatsugu Sakata, Yan Luo, Masaru Horikoshi, Tatsuo Akechi, Norito Kawakami, Takeo Nakayama, Naoki Kondo, Shingo Fukuma, Ronald C. Kessler, Helen Christensen, Alexis Whitton, Inbal Nahum-Shani, Wolfgang Lutz, Pim Cuijpers, James M. S. Wason, Hisashi Noma
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