Sandro Bräunig, Carl Dencker, Dang Nghiem Vo, Rong Fan, Alba Lillo Sierras, Jens Enoksson, Anne Hultquist, Hongzhe Li, Stefan Scheding
{"title":"联合多色免疫荧光染色和空间原位mRNA表达分析确定急性淋巴细胞白血病潜在的纤维化驱动因素。","authors":"Sandro Bräunig, Carl Dencker, Dang Nghiem Vo, Rong Fan, Alba Lillo Sierras, Jens Enoksson, Anne Hultquist, Hongzhe Li, Stefan Scheding","doi":"10.1016/j.labinv.2025.104241","DOIUrl":null,"url":null,"abstract":"<p><p>Acute lymphoblastic leukemia (ALL) is the most prevalent childhood cancer. Bone marrow (BM) fibrosis in ALL has been associated with adverse outcomes, however, little is known about the mechanisms that cause fibrosis in ALL. Therefore, we established a novel and advanced analysis method by combining multi-color immunofluorescence staining with in-situ RNA expression analysis (RNAscope®) investigate the spatial expression of putative fibrotic drivers in ALL bone marrows. We analyzed standard BM biopsies from pediatric ALL patients. Sequential 5-color immunofluorescence (IF) staining with CD45, CD271, CD31, CD34 and DAPI was used to identify different BM cell types. Combined RNAscope® and IF staining was established for spatial mRNA expression analysis of transforming growth factor beta 1 (TGFB1) and platelet-derived growth factor alpha 1 (PDGFA1), which are known to play major roles in primary myelofibrosis (PMF). PMF and normal BM samples served as controls. As expected, ALL bone marrows showed high cellularities and prominent populations of blast cells. CD271<sup>+</sup> MSC density was increased in ALL and was associated with fibrosis in a similar manner as observed for PMF. TGFB1 and PDGFA1 expression was considerably increased in ALL megakaryocytes (MKs) compared to PMF patients and normal controls. Furthermore, MK TGFB1 and PDGFA1 expression intensities in fibrotic ALL correlated with fibrosis grade. TGFB1 and PDGFA1 were also expressed in leukemic blasts, however at lower intensities compared to ALL MKs. Taken together, advanced in-situ RNA and IF staining not only revealed increased expression of TGFB1 and PDGFA1 in fibrotic pediatric ALL, but also identified ALL blasts and MKs as their cellular origin at the single cell level. These novel data strongly suggest a role of these cytokines as potential fibrosis drivers in ALL. More broadly, our findings demonstrate that combined RNA and surface marker analysis is a powerful tool to provide new and valuable insights into bone marrow pathophysiology.</p>","PeriodicalId":17930,"journal":{"name":"Laboratory Investigation","volume":" ","pages":"104241"},"PeriodicalIF":4.2000,"publicationDate":"2025-09-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Combined multi-color immunofluorescence staining and spatial in situ mRNA expression analysis identifies potential fibrosis drivers in acute lymphoblastic leukemia.\",\"authors\":\"Sandro Bräunig, Carl Dencker, Dang Nghiem Vo, Rong Fan, Alba Lillo Sierras, Jens Enoksson, Anne Hultquist, Hongzhe Li, Stefan Scheding\",\"doi\":\"10.1016/j.labinv.2025.104241\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><p>Acute lymphoblastic leukemia (ALL) is the most prevalent childhood cancer. Bone marrow (BM) fibrosis in ALL has been associated with adverse outcomes, however, little is known about the mechanisms that cause fibrosis in ALL. Therefore, we established a novel and advanced analysis method by combining multi-color immunofluorescence staining with in-situ RNA expression analysis (RNAscope®) investigate the spatial expression of putative fibrotic drivers in ALL bone marrows. We analyzed standard BM biopsies from pediatric ALL patients. Sequential 5-color immunofluorescence (IF) staining with CD45, CD271, CD31, CD34 and DAPI was used to identify different BM cell types. Combined RNAscope® and IF staining was established for spatial mRNA expression analysis of transforming growth factor beta 1 (TGFB1) and platelet-derived growth factor alpha 1 (PDGFA1), which are known to play major roles in primary myelofibrosis (PMF). PMF and normal BM samples served as controls. As expected, ALL bone marrows showed high cellularities and prominent populations of blast cells. CD271<sup>+</sup> MSC density was increased in ALL and was associated with fibrosis in a similar manner as observed for PMF. TGFB1 and PDGFA1 expression was considerably increased in ALL megakaryocytes (MKs) compared to PMF patients and normal controls. Furthermore, MK TGFB1 and PDGFA1 expression intensities in fibrotic ALL correlated with fibrosis grade. TGFB1 and PDGFA1 were also expressed in leukemic blasts, however at lower intensities compared to ALL MKs. Taken together, advanced in-situ RNA and IF staining not only revealed increased expression of TGFB1 and PDGFA1 in fibrotic pediatric ALL, but also identified ALL blasts and MKs as their cellular origin at the single cell level. These novel data strongly suggest a role of these cytokines as potential fibrosis drivers in ALL. More broadly, our findings demonstrate that combined RNA and surface marker analysis is a powerful tool to provide new and valuable insights into bone marrow pathophysiology.</p>\",\"PeriodicalId\":17930,\"journal\":{\"name\":\"Laboratory Investigation\",\"volume\":\" \",\"pages\":\"104241\"},\"PeriodicalIF\":4.2000,\"publicationDate\":\"2025-09-18\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Laboratory Investigation\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://doi.org/10.1016/j.labinv.2025.104241\",\"RegionNum\":2,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"MEDICINE, RESEARCH & EXPERIMENTAL\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Laboratory Investigation","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1016/j.labinv.2025.104241","RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"MEDICINE, RESEARCH & EXPERIMENTAL","Score":null,"Total":0}
Combined multi-color immunofluorescence staining and spatial in situ mRNA expression analysis identifies potential fibrosis drivers in acute lymphoblastic leukemia.
Acute lymphoblastic leukemia (ALL) is the most prevalent childhood cancer. Bone marrow (BM) fibrosis in ALL has been associated with adverse outcomes, however, little is known about the mechanisms that cause fibrosis in ALL. Therefore, we established a novel and advanced analysis method by combining multi-color immunofluorescence staining with in-situ RNA expression analysis (RNAscope®) investigate the spatial expression of putative fibrotic drivers in ALL bone marrows. We analyzed standard BM biopsies from pediatric ALL patients. Sequential 5-color immunofluorescence (IF) staining with CD45, CD271, CD31, CD34 and DAPI was used to identify different BM cell types. Combined RNAscope® and IF staining was established for spatial mRNA expression analysis of transforming growth factor beta 1 (TGFB1) and platelet-derived growth factor alpha 1 (PDGFA1), which are known to play major roles in primary myelofibrosis (PMF). PMF and normal BM samples served as controls. As expected, ALL bone marrows showed high cellularities and prominent populations of blast cells. CD271+ MSC density was increased in ALL and was associated with fibrosis in a similar manner as observed for PMF. TGFB1 and PDGFA1 expression was considerably increased in ALL megakaryocytes (MKs) compared to PMF patients and normal controls. Furthermore, MK TGFB1 and PDGFA1 expression intensities in fibrotic ALL correlated with fibrosis grade. TGFB1 and PDGFA1 were also expressed in leukemic blasts, however at lower intensities compared to ALL MKs. Taken together, advanced in-situ RNA and IF staining not only revealed increased expression of TGFB1 and PDGFA1 in fibrotic pediatric ALL, but also identified ALL blasts and MKs as their cellular origin at the single cell level. These novel data strongly suggest a role of these cytokines as potential fibrosis drivers in ALL. More broadly, our findings demonstrate that combined RNA and surface marker analysis is a powerful tool to provide new and valuable insights into bone marrow pathophysiology.
期刊介绍:
Laboratory Investigation is an international journal owned by the United States and Canadian Academy of Pathology. Laboratory Investigation offers prompt publication of high-quality original research in all biomedical disciplines relating to the understanding of human disease and the application of new methods to the diagnosis of disease. Both human and experimental studies are welcome.