-Author name in bold denotes the presenting author
-Asterisk * with author name denotes a Non-ASH member
Clinically Relevant Abstract denotes an abstract that is clinically relevant.

PhD Trainee denotes that this is a recommended PHD Trainee Session.

Ticketed Session denotes that this is a ticketed session.

871 Kinetics and Biology of Circulating Tumor Cells (CTCs) and Measurable Residual Disease (MRD): Two Dynamic High-Risk Clones in Multiple Myeloma (MM)

Program: Oral and Poster Abstracts
Type: Oral
Session: 651. Multiple Myeloma and Plasma Cell Dyscrasias: Basic and Translational: Multiple Myleoma Circulating Tumor Cells, Novel Mechanisms, and Immune Interactions
Hematology Disease Topics & Pathways:
Research, Translational Research, Plasma Cell Disorders, Diseases, Lymphoid Malignancies, Biological Processes, molecular biology, Minimal Residual Disease
Monday, December 11, 2023: 2:45 PM

Camila Guerrero, MSc1*, Rosalinda Termini2*, Juan-José Garcés, PhD3*, Maria Jose Calasanz, PhD4*, Rafael Ríos, MD, PhD5*, Elena Cabezudo6*, Laura Rosiñol, MD, PhD7*, Bargay Joan8*, Albert Pérez-Montaña, MD9*, Albert Oriol Rocafiguera, MD10*, Valentin Cabanas Perianes, MD11*, Maria-Josefa Najera12*, Esther Gonzalez Garcia, MD13*, Enrique M Ocio, MD, PhD14, Anna Maria Sureda Balari, MD, PhD15, Felipe De Arriba, MD, PhD16*, Miguel Teodoro Hernández Garcia, MD, PhD17*, Antonio Garcia18*, Joaquin Martinez-Lopez, MD, PhD19*, María-Jesús Blanchard20*, Marta Sonia Gonzalez Perez21*, Rebeca Iglesias22*, Alberto Orfao, MD, PhD23*, Maria Victoria Mateos, MD, PhD24, Juan Jose Lahuerta Palacios25*, Joan Bladé, MD, PhD26*, Jesus San-Miguel, MD, PhD27, María T Cedena28*, Noemi Puig, MD, PhD29 and Bruno Paiva30*

1Cancer Center Clinica Universidad de Navarra (CCUN), Centro de Investigacion Medica Aplicada (CIMA), Instituto de Investigacion Sanitaria de Navarra (IdiSNA), CIBER-ONC numbers CB16/12/00369 and CB16/12/00489, Pamplona, Spain
2Cancer Center Clinica Universidad de Navarra (CCUN), Centro de Investigacion Medica Aplicada (CIMA), Instituto de Investigacion Sanitaria de Navarra (IdiSNA), CIBER-ONC numbers CB16/12/00369 and CB16/12/00489, Madrid, Spain, Pamplona, Spain
3Cancer Center Clinica Universidad de Navarra (CCUN), Pamplona, Spain
4CIMA LAB Diagnostics, Universidad de Navarra, Pamplona, Spain
5Hospital Universitario Puerta de Hierro, Majadahonda, Madrid, Spain
6Hospital De Sant Joan Despí Moisès Broggi, Sant Joan Despí, Barcelona, ESP
7Amyloidosis and Multiple Myeloma Unit, Department of Hematology, IDIBAPS, Hospital Clinic, Barcelona, Spain
8Hospital Son Llazter, Palma de Mallorca, Spain
9Hospital Universitario Son Espases, Palma, Spain
10Institute of Oncology and Josep Carreras Institute, Hospital Germans Trias i Pujol, Badalona, Spain
11Department of Hematology, IMIB-Virgen de la Arrixaca University Hospital. University of Murcia., Murcia, Spain
12Hospital Universitario San Pedro, Logroño, Spain
13University Hospital Cabueñes, Gijón, Spain
14Hospital Universitario Marques de Valdecilla, IDIVAL, Santander, Spain
15Hospital Duran i Reynals, Institut d’Investigacio Biomedica de Bellvitge (IDIBELL), Universitat de Barcelona, Barcelona, Spain, Barcelona, Spain
16Hospital Morales Meseguer, IMIB-Arrixaca, Universidad de Murcia, Murcia, Spain
17Hospital Universitario de Canarias, Tenerife, Spain
18Hospital Universitario Arnau de Vilanova, LLEIDA, ESP
19Department of Hematology, Hospital Universitario 12 de Octubre, Instituto de Investigación Sanitaria Hospital 12 de Octubre (imas12), Complutense University, CNIO, CIBERONC, Madrid, Spain
20Hematology, Hospital Universitario Ramon y Cajal, Madrid, Spain
21University Hospital of Santiago de Compostela, Santiago de Compostela, Spain
22MD Anderson Cancer Center Madrid (Hospital MD Anderson Cancer Center Madrid), Madrid, ESP
23Cancer Research Center (IBMCC-CSIC/USAL-IBSAL), Cytometry Service (NUCLEUS) and Department of Medicine, University of Salamanca, Salamanca, Spain
24University Hospital of Salamanca/IBSAL/Cancer Research Center-IBMCC (USAL-CSIC), CIBERONC, Salamanca, Salamanca, Spain
25Hospital Universitario 12 de Octubre, CIBER-ONC CB16/12/00369, CNIO, Madrid, Spain
26Hematology Department, Hospital Clinic, IDIBAPS, Barcelona, Spain
27CIMA (Pamplona)Cancer Center Clinica Universidad de Navarra (CCUN), Centro de Investigacion Medica Aplicada (CIMA), Instituto de Investigacion Sanitaria de Navarra (IdiSNA), CIBER-ONC numbers CB16/12/00369 and CB16/12/00489, Pamplona, Spain
28University Hospital 12 de octubre, Madrid, Spain
29Hospital Universitario de Salamanca, Instituto de Investigacion Biomedica de Salamanca (IBSAL), University of Salamanca, Salamanca, Spain
30Cancer Center Clinica Universidad de Navarra, Centro de Investigación Médica Aplicada (CIMA), IDISNA, CIBER-ONC number CB16/12/00369 and CB16/12/00489, Pamplona, Spain

BACKGROUND

CTCs and MRD are two small clones associated with a high risk of progression in smoldering MM (SMM) and post treatment relapse in active MM. Despite growing knowledge about their clinical significance and biological features, these questions remain unanswered: 1) What is the prognostic value of CTC and MRD kinetics? 2) Is MM dissemination and on-treatment resistance driven by specific genomic alterations? 3) Are CTCs and MRD genetically related?

AIM

Analyze the kinetics and molecular features of CTCs and MRD in SMM and MM patients.

METHODS

CTC kinetics were investigated using NGF in 164 SMM patients with ≥3 assessments collected every 6 months in the iMMunocell study. MRD kinetics were investigated using NGF in 277 MM patients with ≥4 assessments in BM aspirates after induction, transplant, consolidation, and yearly during maintenance (GEM2012MENOS65-GEM2014MAIN trials). Unsupervised clustering based on CTC and MRD kinetics was performed using CONNECTOR.

Molecular features of BM tumor cells at diagnosis were compared to paired CTCs in 94 SMM and MM patients and to paired MRD in 96 MM patients. In 10 cases, genomic data from tripartite BM tumor cells, CTCs, and MRD was available. Tumor samples were isolated based on patient-specific aberrant phenotypes using FACS. Whole exome and RNA-seq were performed in 343 and 217 samples, respectively.

RESULTS

Based on the assessment of CTCs in 754 PB samples, SMM patients clustered into 3 groups: sustained undetectable (n = 20), stable (n = 71) and evolving (n = 73) CTC levels. With a median follow-up of 2 years, the respective 2y progression-free rates were 100%, 94% and 81% (P =.003). Risk stratification based on CTC kinetics (C-index 0.68) outperformed a single baseline assessment (C-index 0.61) and, along with the IMWG 20/2/20 model, had independent prognostic value (HR 3.4; P = .01). Patients with high risk cytogenetics showed more frequently evolving CTC levels. Studying genetic drivers of tumor egress, we found CTCs to closely resemble BM tumor cells (88% concordance at copy number [CNA] and somatic mutational [SNV] level). No recurrent cell-specific SNV or CNA was identified. CTC's transcriptional profile revealed 268 DEGs enriched in interferon alpha, gamma response and cell-adhesion pathways.

Next, the prognostic value of MRD dynamics was analyzed according to 1,759 assessments, identifying 3 patient clusters: sustained undetectable (n = 100), stable (n = 104), and evolving (n = 73) MRD levels. Respective 6-year rates of PFS after consolidation were 90%, 75% and 5% (P <.001), and of OS were 94%, 95% and 66% (P<.001). Risk stratification based on MRD kinetics (C-index 0.82) outperformed a single MRD assessment before maintenance (C-index 0.62), the R-ISS (C-index 0.57) and R2-ISS (C-index 0.61) at diagnosis. MRD cells showed heterogeneous genomic evolution (60% median concordance) diverging from BM tumor cells at diagnosis due to de novo CNA and SNV that emerged at a subclonal level, particularly after transplant. After induction, MM driver mutations were detected or remained clonal in 13/19 (68%) MRD, whereas after transplant, this was true for only 5/13 (38%) MRD. No recurrent cell-specific SNV or CNA was identified. The transcriptional signature of MRD was treatment dependent, with common molecular features of on-treatment resistance found in all 96 patient-paired samples analyzed after various treatment stages. The 334 DEGs were commonly enriched in KRAS signaling hallmarks.

Genomic profiles of tripartite BM tumor cells, CTCs and MRD from 10 MM patients confirmed a patient-specific mutational landscape with genomic heterogeneity in MRD. For instance, one patient exhibited BRAF & DIS3 mutations and del(13q) detected at baseline in BM tumor cells and CTCs, which persisted in MRD. After induction, de novo clonal SNVs, including a NEK11 mutation, emerged, followed by the appearance of 3 subclonal CNA after transplant, possibly contributing to resistance.

CONCLUSIONS

This is the largest dataset analyzing the kinetics and molecular features of CTCs and MRD in SMM and active MM. We showed superior prognostic value of CTC and MRD kinetics over single assessments. Tumor dissemination seems to be driven by transcriptional priming rather than acquired secondary genetic events, while on-treatment resistance is linked to genomic and transcriptional evolution, without recurrent genetic alterations and with common molecular signatures of resistance.

Disclosures: Rosiñol: Sanofi: Other: Honoraria for lectures; Amgen: Other: Honoraria for lectures; Bristol Myers Squibb/Celgene: Other: Honoraria for lectures; Janssen: Other: Honoraria for lectures; Takeda: Other: Honoraria for lectures; GlaxoSmithKline: Other: Honoraria for lectures. Rocafiguera: Menarini: Membership on an entity's Board of Directors or advisory committees; Oncopeptides: Membership on an entity's Board of Directors or advisory committees; BMS: Honoraria, Membership on an entity's Board of Directors or advisory committees; Pfizer: Membership on an entity's Board of Directors or advisory committees; Sanofi: Honoraria, Membership on an entity's Board of Directors or advisory committees; GSK: Membership on an entity's Board of Directors or advisory committees; Janssen: Honoraria, Membership on an entity's Board of Directors or advisory committees. Ocio: Karyopharm: Consultancy; Janssen: Consultancy, Honoraria, Speakers Bureau; Menarini: Consultancy; Oncopeptides: Consultancy, Honoraria, Research Funding; Pfizer: Consultancy, Honoraria; Regeneron: Honoraria; GSK: Consultancy, Honoraria, Research Funding; BMS: Consultancy, Honoraria; Amgen: Consultancy, Honoraria; Abbvie: Consultancy; Sanofi: Consultancy, Honoraria; Takeda: Consultancy, Honoraria. Sureda Balari: MSD: Research Funding; Takeda: Consultancy, Honoraria, Speakers Bureau; Kite: Consultancy, Speakers Bureau. Hernández Garcia: BMS/Celgene: Consultancy, Speakers Bureau; Janssen-Cilag: Consultancy, Speakers Bureau; Amgen: Consultancy, Speakers Bureau; Takeda: Consultancy; GSK: Consultancy. Mateos: Pfizer: Honoraria, Membership on an entity's Board of Directors or advisory committees; Regeneron: Honoraria; Janssen: Honoraria, Membership on an entity's Board of Directors or advisory committees; Oncopeptides: Honoraria, Membership on an entity's Board of Directors or advisory committees; Sanofi: Honoraria, Membership on an entity's Board of Directors or advisory committees; BMS-Celgene: Honoraria, Membership on an entity's Board of Directors or advisory committees; Abbvie: Honoraria, Membership on an entity's Board of Directors or advisory committees; Takeda: Honoraria; GSK: Honoraria, Membership on an entity's Board of Directors or advisory committees; Amgen: Honoraria; Stemline: Honoraria, Membership on an entity's Board of Directors or advisory committees; University of Salamanca/Gerencia Regional de Salud de Castilla y León: Current Employment. Bladé: Janssen: Other: Honoraria for lectures; Amgen: Other: Honoraria for lectures; Celgene/Bristol Myers Squibb: Other: Honoraria for lectures; Sanofi: Other: Honoraria for lectures. San-Miguel: MSD: Other: Advisory Board; Abbvie: Consultancy, Other: Advisory Board; Novartis: Other; Regeneron: Other: Advisory Board; Amgen: Consultancy, Other: Advisory Board; Roche: Other: Advisory Board; Takeda: Other: Advisory Board; Celgene: Other: Advisory Board; Haemalogix: Other: Advisory Board; Karyopharm: Other: Advisory Board; Janssen-Cilag: Other: Advisory Board; BMS: Other: Advisory Board; GSK: Other: Advisory Board; Sanofi: Other: Advisory Board; SecuraBio: Other: Advisory Board. Cedena: Abbvie: Honoraria; BMS: Honoraria; Janssen: Honoraria. Puig: The Binding Site: Consultancy, Honoraria; Takeda: Consultancy, Honoraria, Other, Research Funding; Janssen: Consultancy, Honoraria, Other, Research Funding; Amgen: Consultancy, Honoraria, Other, Research Funding; Sanofi: Consultancy, Honoraria; BMS: Consultancy, Honoraria, Other, Research Funding, Speakers Bureau; Pfizer: Research Funding. Paiva: GSK: Honoraria, Research Funding; Bristol-Myers Squibb: Consultancy, Honoraria, Research Funding; Roche Glycart AG: Honoraria, Research Funding; Janssen: Consultancy, Honoraria; Adaptive: Honoraria; Takeda: Honoraria, Research Funding; EngMab: Research Funding; Sanofi: Consultancy, Honoraria, Research Funding; Amgen: Honoraria; Gilead: Honoraria; Oncopeptides: Honoraria.

Previous Abstract | Next Abstract >>
*signifies non-member of ASH