TY - JOUR
T1 - Spatiotemporal assessment of immunogenomic heterogeneity in multiple myeloma
AU - Merz, Maximilian
AU - Hu, Qiang
AU - Merz, Almuth Maria Anni
AU - Wang, Jie
AU - Hutson, Nicholas
AU - Rondeau, Cherie
AU - Celotto, Kimberly
AU - Belal, Ahmed
AU - Alberico, Ronald
AU - Block, Anne Marie W.
AU - Mohammadpour, Hemn
AU - Wallace, Paul K.
AU - Tario, Joseph
AU - Luce, Jesse
AU - Glenn, Sean T.
AU - Singh, Prashant
AU - Samur, Mehmet
AU - Munshi, Nikhil
AU - Liu, Song
AU - McCarthy, Philip L.
AU - Wei, Lei
AU - Hillengass, Jens
N1 - Publisher Copyright:
© 2023 by The American Society of Hematology.
PY - 2023/3/14
Y1 - 2023/3/14
N2 - Spatial heterogeneity is a common phenomenon in metastatic solid tumors and an evolving concept in multiple myeloma (MM). The interplay between malignant plasma cells (PCs) and the microenvironment has not yet been analyzed in MM. For this purpose, we performed bone marrow aspirates and imaging-guided biopsies of corresponding lesions in newly diagnosed MM (NDMM) and relapsed/refractory MM (RRMM) patients. PCs were isolated and subjected to whole-exome sequencing (WES). Non-PCs were studied with next-generation flow (NGF) and T-cell receptor sequencing (TCRseq) to analyze the connection between malignant and nonmalignant cells in the bone marrow and in lesions. Although we observed a strong overlap from WES, NGF, and TCRseq in patients with intramedullary disease, WES revealed significant spatial heterogeneity in patients with extramedullary disease. NGF showed significant immunosuppression in RRMM compared with NDMM as indicated by fewer myeloid dendritic cells, unswitched memory B cells, Th9 cells, and CD8 effector memory T cells but more natural killer and regulatory T cells. Additionally, fewer T-cell receptor (TCR) sequences were detected in RRMM compared with NDMM and healthy individuals. After induction therapy, TCR repertoire richness increased to levels of healthy individuals, and NGF showed more regulatory T cells and myeloid-derived suppressor cells, regardless of depth of response. Clinical significance of imaging-guided biopsies of lesions was demonstrated by detection of monoclonal PCs in patients without measurable residual disease (MRD) in aspirates from the iliac crest as well as identification of secondary primary malignancies in MRD− patients. Furthermore, site-specific clones with different drug susceptibilities and genetically defined high-risk features were detected by our workflow.
AB - Spatial heterogeneity is a common phenomenon in metastatic solid tumors and an evolving concept in multiple myeloma (MM). The interplay between malignant plasma cells (PCs) and the microenvironment has not yet been analyzed in MM. For this purpose, we performed bone marrow aspirates and imaging-guided biopsies of corresponding lesions in newly diagnosed MM (NDMM) and relapsed/refractory MM (RRMM) patients. PCs were isolated and subjected to whole-exome sequencing (WES). Non-PCs were studied with next-generation flow (NGF) and T-cell receptor sequencing (TCRseq) to analyze the connection between malignant and nonmalignant cells in the bone marrow and in lesions. Although we observed a strong overlap from WES, NGF, and TCRseq in patients with intramedullary disease, WES revealed significant spatial heterogeneity in patients with extramedullary disease. NGF showed significant immunosuppression in RRMM compared with NDMM as indicated by fewer myeloid dendritic cells, unswitched memory B cells, Th9 cells, and CD8 effector memory T cells but more natural killer and regulatory T cells. Additionally, fewer T-cell receptor (TCR) sequences were detected in RRMM compared with NDMM and healthy individuals. After induction therapy, TCR repertoire richness increased to levels of healthy individuals, and NGF showed more regulatory T cells and myeloid-derived suppressor cells, regardless of depth of response. Clinical significance of imaging-guided biopsies of lesions was demonstrated by detection of monoclonal PCs in patients without measurable residual disease (MRD) in aspirates from the iliac crest as well as identification of secondary primary malignancies in MRD− patients. Furthermore, site-specific clones with different drug susceptibilities and genetically defined high-risk features were detected by our workflow.
UR - https://www.scopus.com/pages/publications/85150414160
U2 - 10.1182/bloodadvances.2022007457
DO - 10.1182/bloodadvances.2022007457
M3 - Article
C2 - 35868022
AN - SCOPUS:85150414160
SN - 2473-9529
VL - 7
SP - 718
EP - 733
JO - Blood Advances
JF - Blood Advances
IS - 5
ER -