Emilia Gigliotta, Federica Plano, Giusy Corsale, Anna Maria Corsale, Cristina Aquilina, Maria Speciale, Andrea Rizzuto, Enrica Antonia Martino, Dario Leotta, Antonio Giovanni Solimando, Roberto Ria, Massimo Gentile, Sergio Siragusa, Cirino Botta
{"title":"Measurable therapeutic antibody in serum as potential predictive factor of response to anti-CD38 therapy in non-IgG-k myeloma patients.","authors":"Emilia Gigliotta, Federica Plano, Giusy Corsale, Anna Maria Corsale, Cristina Aquilina, Maria Speciale, Andrea Rizzuto, Enrica Antonia Martino, Dario Leotta, Antonio Giovanni Solimando, Roberto Ria, Massimo Gentile, Sergio Siragusa, Cirino Botta","doi":"10.1186/s40164-024-00547-x","DOIUrl":"10.1186/s40164-024-00547-x","url":null,"abstract":"<p><p>Multiple myeloma (MM) is a hematologic malignancy characterized by abnormal plasma cell proliferation in the bone marrow. Recent advancements in anti-CD38 monoclonal antibody therapies, such as daratumumab and isatuximab, have significantly improved MM patient survival. However, the lack of predictive factors of response to these therapies remains a challenge. Notably, anti-CD38 antibodies can interfere with laboratory tests, complicating response assessment. We conducted a retrospective study to evaluate the association between the appearance of positive IgGk (therapeutic antibody) on immunofixation/immunosubtraction (IF) and clinical parameters in 87 non-IgGk MM patients treated with anti-CD38 therapy. Positive IgGk IF was observed in 42 patients after a median of three treatment courses. Patients with positive IgGk IF had higher rates of complete/very good partial responses (p = 0.03) and improved progression-free survival (median not reached vs. 21.83 months, p < 0.01). High BMI (p = 0.03), higher hemoglobin (p = 0.02), lower CRP (p = 0.04), and lower monoclonal protein levels (p = 0.03) were associated with positive IgGk IF. Our findings suggest that monitoring therapeutic antibody appearance on IF may predict and optimize anti-CD38 therapy in MM. Potential explanations include the impact of patient factors (e.g. BMI) on drug pharmacokinetics, the relationship between antibody levels and immune response, and the influence of tumor biology. Further research is needed to elucidate the underlying mechanisms and clinical utility of this biomarker. Nonetheless, our results highlight the importance of considering therapeutic antibody detection when interpreting laboratory tests and managing MM patients receiving anti-CD38 therapies.</p>","PeriodicalId":12180,"journal":{"name":"Experimental Hematology & Oncology","volume":"13 1","pages":"82"},"PeriodicalIF":9.4,"publicationDate":"2024-08-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11302264/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141897174","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Zan Luo, Ying Li, Bin Xu, Tenghua Yu, Mingming Luo, PeiMeng You, Xing Niu, Junyu Li
{"title":"Overexpression of ESYT3 improves radioimmune responses through activating cGAS-STING pathway in lung adenocarcinoma.","authors":"Zan Luo, Ying Li, Bin Xu, Tenghua Yu, Mingming Luo, PeiMeng You, Xing Niu, Junyu Li","doi":"10.1186/s40164-024-00546-y","DOIUrl":"10.1186/s40164-024-00546-y","url":null,"abstract":"<p><strong>Background: </strong>Radiotherapy can modulate systemic antitumor immunity, while immune status in the tumor microenvironment also influences the efficacy of radiotherapy, but relevant molecular mechanisms are poorly understood in lung adenocarcinoma (LUAD).</p><p><strong>Methods: </strong>In this study, we innovatively proposed a radiotherapy response classification for LUAD, and discovered ESYT3 served as a tumor suppressor and radioimmune response sensitizer. ESYT3 expression was measured both in radioresistant and radiosensitive LUAD tissues and cells. The influence of ESYT3 on radiotherapy sensitivity and resistance was then investigated. Interaction between ESYT3 and STING was evaluated through multiple immunofluorescent staining and coimmunoprecipitation, and downstream molecules were further analyzed. In vivo models were constructed to assess the combination treatment efficacy of ESYT3 overexpression with radiotherapy.</p><p><strong>Results: </strong>We found that radioresistant subtype presented immunosuppressive state and activation of DNA damage repair pathways than radiosensitive subtype. ESYT3 expression was remarkably attenuated both in radioresistant LUAD tissues and cells. Clinically, low ESYT3 expression was linked with radioresistance. Overexpression of ESYT3 enabled to alleviate radioresistance, and sensitize LUAD cells to DNA damage induced by irradiation. Mechanically, ESYT3 directly interacted with STING, and activated cGAS-STING signaling, subsequently increasing the generation of type I IFNs as well as downstream chemokines CCL5 and CXCL10, thus improving radioimmune responses. The combination treatment of ESYT3 overexpression with radiotherapy had a synergistic anticancer effect in vitro and in vivo.</p><p><strong>Conclusions: </strong>In summary, low ESYT3 expression confers resistance to radiotherapy in LUAD, and its overexpression can improve radioimmune responses through activating cGAS-STING-dependent pathway, thus providing an alternative combination therapeutic strategy for LUAD patients.</p>","PeriodicalId":12180,"journal":{"name":"Experimental Hematology & Oncology","volume":"13 1","pages":"77"},"PeriodicalIF":9.4,"publicationDate":"2024-08-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11302107/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141893279","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"The next frontier in immunotherapy: potential and challenges of CAR-macrophages.","authors":"Jing Li, Ping Chen, Wenxue Ma","doi":"10.1186/s40164-024-00549-9","DOIUrl":"10.1186/s40164-024-00549-9","url":null,"abstract":"<p><p>Chimeric antigen receptor macrophage (CAR-MΦ) represents a significant advancement in immunotherapy, especially for treating solid tumors where traditional CAR-T therapies face limitations. CAR-MΦ offers a promising approach to target and eradicate tumor cells by utilizing macrophages' phagocytic and antigen-presenting abilities. However, challenges such as the complex tumor microenvironment (TME), variability in antigen expression, and immune suppression limit their efficacy. This review addresses these issues, exploring mechanisms of CAR-MΦ action, optimal construct designs, and interactions within the TME. It also delves into the ex vivo manufacturing challenges of CAR-MΦ, discussing autologous and allogeneic sources and the importance of stringent quality control. The potential synergies of integrating CAR-MΦ with existing cancer therapies like checkpoint inhibitors and conventional chemotherapeutics are examined to highlight possible enhanced treatment outcomes. Furthermore, regulatory pathways for CAR-MΦ therapies are scrutinized alongside established protocols for CAR-T cells, identifying unique considerations essential for clinical trials and market approval. Proposed safety monitoring frameworks aim to manage potential adverse events, such as cytokine release syndrome, crucial for patient safety. Consolidating current research and clinical insights, this review seeks to refine CAR-MΦ therapeutic applications, overcome barriers, and suggest future research directions to transition CAR-MΦ therapies from experimental platforms to standard cancer care options.</p>","PeriodicalId":12180,"journal":{"name":"Experimental Hematology & Oncology","volume":"13 1","pages":"76"},"PeriodicalIF":9.4,"publicationDate":"2024-08-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11302330/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141893282","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Silvia Vanni, Giacomo Miserocchi, Graziana Gallo, Valentina Fausti, Sofia Gabellone, Chiara Liverani, Chiara Spadazzi, Claudia Cocchi, Chiara Calabrese, Giovanni De Luca, Massimo Bassi, Manlio Gessaroli, Nicola Tomasetti, Angelo Campobassi, Federica Pieri, Giorgio Ercolani, Davide Cavaliere, Lorena Gurrieri, Nada Riva, Federica Recine, Toni Ibrahim, Laura Mercatali, Robin Jones, Alessandro De Vita
{"title":"Role of CDK4 as prognostic biomarker in Soft Tissue Sarcoma and synergistic effect of its inhibition in dedifferentiated liposarcoma sequential treatment.","authors":"Silvia Vanni, Giacomo Miserocchi, Graziana Gallo, Valentina Fausti, Sofia Gabellone, Chiara Liverani, Chiara Spadazzi, Claudia Cocchi, Chiara Calabrese, Giovanni De Luca, Massimo Bassi, Manlio Gessaroli, Nicola Tomasetti, Angelo Campobassi, Federica Pieri, Giorgio Ercolani, Davide Cavaliere, Lorena Gurrieri, Nada Riva, Federica Recine, Toni Ibrahim, Laura Mercatali, Robin Jones, Alessandro De Vita","doi":"10.1186/s40164-024-00540-4","DOIUrl":"10.1186/s40164-024-00540-4","url":null,"abstract":"<p><p>Soft tissue sarcomas represent an heterogeneous group of rare mesenchymal tumors comprising 1% of all solid malignancies. Among them, liposarcoma is one of the most common histotypes with atypical lipomatous tumor/well differentiated liposarcoma and dedifferentiated liposarcoma (ALT/WDLPS and DDLPS) as the major sub-entities. The unavailability of predictive, prognostic and druggable biomarkers makes the management of these lesions challenging. In recent years CDK4 and its inhibitors have emerged as potential agents for these lesions especially for ALT/WDLPS and DDLPS but the results are not conclusive and need to be elucidated. This study involved 21 ALT/WDLPS and DDLPS patients. Histological analyses of MDM2 and CDK4 were carried out. Moreover, a DDLPS patient-derived cancer model was established in vitro and in vivo assessing the efficacy of palbociclib in combination and sequential treatment. Finally, in silico analyses on CDK4 expression were carried out. The results showed a higher expression of CDK4 and MDM2 in DDLPS compared to ALT/WDLPS. Moreover, no correlation between MDM2 expression and CDK4 was observed. Next, in vitro analysis of CDK4 inhibitor palbociclib showed an antagonistic effect when combined to other chemotherapeutics, while it exhibited a significant synergy when administered in sequential schedule with lenvatinib. Next, in vivo analysis on DDLPS xenotransplanted embryos assessing the efficacy and safety profile of the in vitro tested schedules confirmed the observed data. This proof-of-concept study sheds light on the natural history of ALT/WDLPS and DDLPS and provides the rationale for the clinical applicability of sequential treatment with palbociclib in the management of DDLPS.</p>","PeriodicalId":12180,"journal":{"name":"Experimental Hematology & Oncology","volume":"13 1","pages":"74"},"PeriodicalIF":9.4,"publicationDate":"2024-08-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11299298/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141893280","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Zhiwei He, Xiushen Li, Shiyu Chen, Kun Cai, Xiaowu Li, Hui Liu
{"title":"CD105+CAF-derived exosomes CircAMPK1 promotes pancreatic cancer progression by activating autophagy.","authors":"Zhiwei He, Xiushen Li, Shiyu Chen, Kun Cai, Xiaowu Li, Hui Liu","doi":"10.1186/s40164-024-00533-3","DOIUrl":"10.1186/s40164-024-00533-3","url":null,"abstract":"<p><p>Previous studies have shown that the heterogeneity of tumor-associated fibroblasts (CAFs) in the tumor microenvironment may play a critical role in tumorigenesis; however, the biological function of CAFs in pancreatic cancer is still controversial. In this study, we found that CD105-positive (CD105<sup>+</sup>) CAF-derived exosomes significantly promoted the proliferative and invasive metastatic abilities of pancreatic cancer cells. Furthermore, RNA-seq and qRT‒PCR experiments revealed circAMPK1 as a key molecule in exosomes from CD105<sup>+</sup> CAFs that mediates the malignant progression of pancreatic cancer. Furthermore, we demonstrated that circAMPK1 encodes a novel protein (AMPK1-360aa) in pancreatic cancer cells. This protein competes with AMPK1 to bind to the ubiquitination ligase NEDD4, which inhibits AMPK1 protein degradation and ubiquitination and thereby increases AMPK1 levels. Finally, we demonstrated that AMPK1-360aa induces cellular autophagy via NEDD4/AMPK1 to promote the proliferation and invasion of pancreatic cancer cells. In summary, circAMPK1 in CD105<sup>+</sup> CAF-derived exosomes may mediate pancreatic cancer cell proliferation and invasive metastasis by inducing autophagy in target cells. Moreover, circAMPK1 may competitively bind to ubiquitinating enzymes through the encoded protein AMPK1-360aa, which in turn inhibits the ubiquitination-mediated degradation of AMPK1 and contributes to the upregulation of AMPK1 expression, thus inducing cellular autophagy to mediate the malignant progression of pancreatic cancer.</p>","PeriodicalId":12180,"journal":{"name":"Experimental Hematology & Oncology","volume":"13 1","pages":"79"},"PeriodicalIF":9.4,"publicationDate":"2024-08-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11301837/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141893277","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Small cell lung cancer: emerging subtypes, signaling pathways, and therapeutic vulnerabilities.","authors":"Jing Zhang, Xiaoping Zeng, Qiji Guo, Zhenxin Sheng, Yan Chen, Shiyue Wan, Lele Zhang, Peng Zhang","doi":"10.1186/s40164-024-00548-w","DOIUrl":"10.1186/s40164-024-00548-w","url":null,"abstract":"<p><p>Small cell lung cancer (SCLC) is a recalcitrant cancer characterized by early metastasis, rapid tumor growth and poor prognosis. In recent decades, the epidemiology, initiation and mutation characteristics of SCLC, as well as abnormal signaling pathways contributing to its progression, have been widely studied. Despite extensive investigation, fewer drugs have been approved for SCLC. Recent advancements in multi-omics studies have revealed diverse classifications of SCLC that are featured by distinct characteristics and therapeutic vulnerabilities. With the accumulation of SCLC samples, different subtypes of SCLC and specific treatments for these subtypes were further explored. The identification of different molecular subtypes has opened up novel avenues for the treatment of SCLC; however, the inconsistent and uncertain classification of SCLC has hindered the translation from basic research to clinical applications. Therefore, a comprehensives review is essential to conclude these emerging subtypes and related drugs targeting specific therapeutic vulnerabilities within abnormal signaling pathways. In this current review, we summarized the epidemiology, risk factors, mutation characteristics of and classification, related molecular pathways and treatments for SCLC. We hope that this review will facilitate the translation of molecular subtyping of SCLC from theory to clinical application.</p>","PeriodicalId":12180,"journal":{"name":"Experimental Hematology & Oncology","volume":"13 1","pages":"78"},"PeriodicalIF":9.4,"publicationDate":"2024-08-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11301971/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141893281","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Cell membrane patches transfer CAR molecules from a cellular depot to conventional T cells for constructing innovative fused-CAR-T cells without necessitating genetic modification.","authors":"Jing Hu, Luyi Zhong, Yiqiu Wang, Shiyi Hu, Lijiaqi Zhang, Qingchang Tian","doi":"10.1186/s40164-024-00545-z","DOIUrl":"10.1186/s40164-024-00545-z","url":null,"abstract":"<p><p>Chimeric antigen receptor (CAR) serves as the foundational element of CAR-T cells. Exogenous CAR molecules can exert functional effects on allogeneic T cells, leading to their activation and subsequent functional alterations. Here we show a new method based on this biological principle: the transfer of CAR molecules from exogenous cells to the membrane of receptor T cells. This process facilitates receptor T cell to recognize target antigens and induces their activation. These patches imbued normal T cells with enhanced tumor targeting capabilities and activated their inherent killing functions. This method's efficacy introduces an approach for constructing non-genetically manipulated CAR-T cells and holds potential for application to other immune cells.</p>","PeriodicalId":12180,"journal":{"name":"Experimental Hematology & Oncology","volume":"13 1","pages":"75"},"PeriodicalIF":9.4,"publicationDate":"2024-08-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11302086/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141893278","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Eitan Halper-Stromberg, Victoria Stinnett, Laura Morsberger, Aparna Pallavajjala, Mark J Levis, Amy E DeZern, Michelle Lei, Brian Phan, Rena R Xian, Christopher D Gocke, Guilin Tang, Ying S Zou
{"title":"1q jumping translocation as a biomarker in myeloid malignancy: frequently mutated genes associated with bad prognosis and low survival.","authors":"Eitan Halper-Stromberg, Victoria Stinnett, Laura Morsberger, Aparna Pallavajjala, Mark J Levis, Amy E DeZern, Michelle Lei, Brian Phan, Rena R Xian, Christopher D Gocke, Guilin Tang, Ying S Zou","doi":"10.1186/s40164-024-00541-3","DOIUrl":"10.1186/s40164-024-00541-3","url":null,"abstract":"<p><p>1q jumping translocation (JT) is rare and its molecular profiles in myeloid malignancies are not well-known. This study evaluated gene mutations in 1q-JT cohorts (0.38%) from hematological malignant specimens that underwent genetic analysis at the Johns Hopkins Hospital (n = 11,908) and the MD Anderson Cancer Center. 1q-JT had frequent mutations in eleven genes, most of which are associated with worse prognosis. BCOR mutations significantly co-occurred with others. Patients tended to have mutations in DNA-repair, spliceosome, and epigenetic modification pathways, though genes utilized within each of these pathways were not randomly distributed. Multi-, albeit overlapping, pathway interruptions tended to manifest in mutations of two gene sets. One gene set consisted of SF3B1 (spliceosome) and TET2 (epigenetic modification), while the other consisted of STAG2 (DNA repair), SRSF2, U2AF (spliceosome), ASXL1, KMT2D (epigenetic modification), BCOR, and GATA2 (transcription factors). An \"intermediate\" JT-like rearrangement may represent an early sign of occurring 1q-JT. Treatments (hypomethylating agents) and unique structures of the short arms of acrocentric chromosomes may contribute to 1q-JT formation in myeloid malignancies. The median overall survival after identification of a JT was 10 months (95% confidence interval, 5-15 months). Our cohort represents the largest number of myeloid malignancies from multi-centers with before and after the 1q-JT event analyzed to date. Overall, this study identified specific molecular profiles that are associated with 1q-JT in myeloid malignancies. 1q-JT could serve as a poor prognosis biomarker in myeloid malignancies, which could be important in making well-informed clinical decisions and treatment strategies.</p>","PeriodicalId":12180,"journal":{"name":"Experimental Hematology & Oncology","volume":"13 1","pages":"73"},"PeriodicalIF":9.4,"publicationDate":"2024-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11295323/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141874496","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Immunosuppressive tumor microenvironment in the progression, metastasis, and therapy of hepatocellular carcinoma: from bench to bedside.","authors":"Yue Yin, Weibo Feng, Jie Chen, Xilang Chen, Guodong Wang, Shuai Wang, Xiao Xu, Yongzhan Nie, Daiming Fan, Kaichun Wu, Limin Xia","doi":"10.1186/s40164-024-00539-x","DOIUrl":"10.1186/s40164-024-00539-x","url":null,"abstract":"<p><p>Hepatocellular carcinoma (HCC) is a highly heterogeneous malignancy with high incidence, recurrence, and metastasis rates. The emergence of immunotherapy has improved the treatment of advanced HCC, but problems such as drug resistance and immune-related adverse events still exist in clinical practice. The immunosuppressive tumor microenvironment (TME) of HCC restricts the efficacy of immunotherapy and is essential for HCC progression and metastasis. Therefore, it is necessary to elucidate the mechanisms behind immunosuppressive TME to develop and apply immunotherapy. This review systematically summarizes the pathogenesis of HCC, the formation of the highly heterogeneous TME, and the mechanisms by which the immunosuppressive TME accelerates HCC progression and metastasis. We also review the status of HCC immunotherapy and further discuss the existing challenges and potential therapeutic strategies targeting immunosuppressive TME. We hope to inspire optimizing and innovating immunotherapeutic strategies by comprehensively understanding the structure and function of immunosuppressive TME in HCC.</p>","PeriodicalId":12180,"journal":{"name":"Experimental Hematology & Oncology","volume":"13 1","pages":"72"},"PeriodicalIF":9.4,"publicationDate":"2024-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11292955/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141859464","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Yi Ren, Yusheng Guo, Qingliu He, Zhixuan Cheng, Qiming Huang, Lian Yang
{"title":"Exploring whether ChatGPT-4 with image analysis capabilities can diagnose osteosarcoma from X-ray images","authors":"Yi Ren, Yusheng Guo, Qingliu He, Zhixuan Cheng, Qiming Huang, Lian Yang","doi":"10.1186/s40164-024-00537-z","DOIUrl":"https://doi.org/10.1186/s40164-024-00537-z","url":null,"abstract":"The generation of radiological results from image data represents a pivotal aspect of medical image analysis. The latest iteration of ChatGPT-4, a large multimodal model that integrates both text and image inputs, including dermatoscopy images, histology images, and X-ray images, has attracted considerable attention in the field of radiology. To further investigate the performance of ChatGPT-4 in medical image recognition, we examined the ability of ChatGPT-4 to recognize credible osteosarcoma X-ray images. The results demonstrated that ChatGPT-4 can more accurately diagnose bone with or without significant space-occupying lesions but has a limited ability to differentiate between malignant lesions in bone compared to adjacent normal tissue. Thus far, the current capabilities of ChatGPT-4 are insufficient to make a reliable imaging diagnosis of osteosarcoma. Therefore, users should be aware of the limitations of this technology.","PeriodicalId":12180,"journal":{"name":"Experimental Hematology & Oncology","volume":"22 1","pages":""},"PeriodicalIF":10.9,"publicationDate":"2024-07-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141782483","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}