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Journal ArticleDOI

Identification of resistance pathways and therapeutic targets in relapsed multiple myeloma patients through single-cell sequencing.

TLDR
In this article, a prospective, multicenter, single-arm clinical trial (NCT04065789), combined with longitudinal single-cell RNA-sequencing (scRNA-seq) was conducted to study the molecular dynamics of MM resistance mechanisms.
Abstract
Multiple myeloma (MM) is a neoplastic plasma-cell disorder characterized by clonal proliferation of malignant plasma cells. Despite extensive research, disease heterogeneity within and between treatment-resistant patients is poorly characterized. In the present study, we conduct a prospective, multicenter, single-arm clinical trial (NCT04065789), combined with longitudinal single-cell RNA-sequencing (scRNA-seq) to study the molecular dynamics of MM resistance mechanisms. Newly diagnosed MM patients (41), who either failed to respond or experienced early relapse after a bortezomib-containing induction regimen, were enrolled to evaluate the safety and efficacy of a daratumumab, carfilzomib, lenalidomide and dexamethasone combination. The primary clinical endpoint was safety and tolerability. Secondary endpoints included overall response rate, progression-free survival and overall survival. Treatment was safe and well tolerated; deep and durable responses were achieved. In prespecified exploratory analyses, comparison of 41 primary refractory and early relapsed patients, with 11 healthy subjects and 15 newly diagnosed MM patients, revealed new MM molecular pathways of resistance, including hypoxia tolerance, protein folding and mitochondria respiration, which generalized to larger clinical cohorts (CoMMpass). We found peptidylprolyl isomerase A (PPIA), a central enzyme in the protein-folding response pathway, as a potential new target for resistant MM. CRISPR–Cas9 deletion of PPIA or inhibition of PPIA with a small molecule inhibitor (ciclosporin) significantly sensitizes MM tumor cells to proteasome inhibitors. Together, our study defines a roadmap for integrating scRNA-seq in clinical trials, identifies a signature of highly resistant MM patients and discovers PPIA as a potent therapeutic target for these tumors. Integration of longitudinal single-cell analysis of relapsed and refractory multiple myeloma patients in a prospective clinical trial uncovers new pathways of drug resistance and identifies potential actionable targets.

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Single-cell profiling of tumour evolution in multiple myeloma — opportunities for precision medicine

TL;DR: How single-cell studies in individuals with multiple myeloma are enabling the mutational and phenotypic characterization of cells within the bone marrow tumour, immune microenvironment and peripheral blood to eventually guide early diagnosis, risk stratification and treatment strategies is discussed.
Journal ArticleDOI

Genomic Profiling for Clinical Decision Making in Lymphoid Neoplasms.

TL;DR: Established assays and newly developed technologies for molecular testing already complement clinical diagnoses and provide a novel lens on disease classification, and their contributions to diagnosis refinement, risk stratification and therapy prediction will be considered.
Journal ArticleDOI

Single-cell immunology: Past, present, and future.

TL;DR: In this paper , the authors outline the past, present, and future applications of single-cell genomics in immunology and discuss how the integration of multi-omics at the singlecell level will pave the way for future advances in Immunology research and clinical translation.
Journal ArticleDOI

Big data in basic and translational cancer research

TL;DR: Jiang et al. as discussed by the authors reviewed the current state of the art and future challenges for harnessing big data to advance cancer research and treatment, and discussed considerations and strategies for wielding "big data" in basic research and for translational applications such as identifying biomarkers, informing clinical trials and developing new assays and treatments.
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Multiple myeloma

TL;DR: The use of bisphosphonates in patients with multiple myeloma (MM) has clearly demonstrated benefit and reduced morbidity associated with bone disease, but all patients with MM ultimately relapse and succumb to their disease.
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International Myeloma Working Group consensus criteria for response and minimal residual disease assessment in multiple myeloma

TL;DR: Several aspects of disease response assessment are clarified, along with endpoints for clinical trials, and future directions for disease response assessments are highlighted, to allow uniform reporting within and outside clinical trials.
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Massively Parallel Single-Cell RNA-Seq for Marker-Free Decomposition of Tissues into Cell Types

TL;DR: An automated massively parallel single-cell RNA sequencing approach for analyzing in vivo transcriptional states in thousands of single cells is introduced and provides the ability to perform a bottom-up characterization of in vivo cell-type landscapes independent of cell markers or prior knowledge.
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