Purpose of ReviewMinimal or measurable residual disease (MRD) detected by multiparameter flow cytometry (MFC) is an independent prognostic indicator in acute leukemia. However, the predictive value of MFC MRD is affected by technical challenges, interpretive complexities, and inadequate standardization, particularly in acute myeloid leukemia (AML). Here, we critically review the methodological principles of the MFC MRD assay and discuss clinical implications of MRD.Recent FindingsKey components of MFC MRD assays to be discussed include the principles of MFC, panel selection, analysis approaches, level of quantifiable MRD and calculation, reporting, and areas of improvements. Key components of clinical implications include context-dependent detection threshold and the integral role of MRD assessment by MFC in the era of ever-expanding molecular testing.SummaryWith advancements in technology and standardization, MFC along with molecular assays will continue to play an important role in MRD assessment to evaluate treatment response and risk stratification.
机构:
Inst Med & Vet Sci, Div Immunol, Adelaide, SA 5000, AustraliaInst Med & Vet Sci, Hanson Inst, Div Haematol, Adelaide, SA 5000, Australia
Gillis, David
Lewis, Ian
论文数: 0引用数: 0
h-index: 0
机构:
Inst Med & Vet Sci, Hanson Inst, Div Haematol, Adelaide, SA 5000, Australia
Univ Adelaide, Adelaide, SA, AustraliaInst Med & Vet Sci, Hanson Inst, Div Haematol, Adelaide, SA 5000, Australia
机构:
Hosp S Francisco Xavier, Cytometry Lab, Dept Clin Pathol, CHLO, Estr Ft Alto Duque, P-1495005 Lisbon, PortugalHosp S Francisco Xavier, Cytometry Lab, Dept Clin Pathol, CHLO, Estr Ft Alto Duque, P-1495005 Lisbon, Portugal
Arroz, Maria
Came, Neil
论文数: 0引用数: 0
h-index: 0
机构:
Peter MacCallum Canc Ctr, Dept Pathol, Melbourne, Vic, AustraliaHosp S Francisco Xavier, Cytometry Lab, Dept Clin Pathol, CHLO, Estr Ft Alto Duque, P-1495005 Lisbon, Portugal
Came, Neil
Lin, Pei
论文数: 0引用数: 0
h-index: 0
机构:
Univ Texas Houston, MD Anderson Canc Ctr, Dept Hematopathol, 1515 Holcombe Blvd, Houston, TX 77030 USAHosp S Francisco Xavier, Cytometry Lab, Dept Clin Pathol, CHLO, Estr Ft Alto Duque, P-1495005 Lisbon, Portugal
Lin, Pei
Chen, Weina
论文数: 0引用数: 0
h-index: 0
机构:
Univ Texas SW Med Ctr Dallas, Dept Pathol, Dallas, TX 75390 USAHosp S Francisco Xavier, Cytometry Lab, Dept Clin Pathol, CHLO, Estr Ft Alto Duque, P-1495005 Lisbon, Portugal
Chen, Weina
Yuan, Constance
论文数: 0引用数: 0
h-index: 0
机构:
NCI, Pathol Lab, NIH, Bldg 10, Bethesda, MD 20892 USAHosp S Francisco Xavier, Cytometry Lab, Dept Clin Pathol, CHLO, Estr Ft Alto Duque, P-1495005 Lisbon, Portugal
Yuan, Constance
Lagoo, Anand
论文数: 0引用数: 0
h-index: 0
机构:
Duke Univ, Med Ctr, Dept Pathol, Durham, NC 27710 USAHosp S Francisco Xavier, Cytometry Lab, Dept Clin Pathol, CHLO, Estr Ft Alto Duque, P-1495005 Lisbon, Portugal
Lagoo, Anand
Monreal, Mariela
论文数: 0引用数: 0
h-index: 0
机构:
Interpflow Corp, Miami, FL USAHosp S Francisco Xavier, Cytometry Lab, Dept Clin Pathol, CHLO, Estr Ft Alto Duque, P-1495005 Lisbon, Portugal
Monreal, Mariela
de Tute, Ruth
论文数: 0引用数: 0
h-index: 0
机构:
St Jamess Inst Oncol, Dept Haematol, HMDS, Leeds, W Yorkshire, EnglandHosp S Francisco Xavier, Cytometry Lab, Dept Clin Pathol, CHLO, Estr Ft Alto Duque, P-1495005 Lisbon, Portugal
de Tute, Ruth
Vergilio, Jo-Anne
论文数: 0引用数: 0
h-index: 0
机构:
Univ Michigan, Med Ctr, Hematol Oncol Lab, Ann Arbor, MI USAHosp S Francisco Xavier, Cytometry Lab, Dept Clin Pathol, CHLO, Estr Ft Alto Duque, P-1495005 Lisbon, Portugal
Vergilio, Jo-Anne
Rawstron, Andy C.
论文数: 0引用数: 0
h-index: 0
机构:
St Jamess Inst Oncol, Dept Haematol, HMDS, Leeds, W Yorkshire, EnglandHosp S Francisco Xavier, Cytometry Lab, Dept Clin Pathol, CHLO, Estr Ft Alto Duque, P-1495005 Lisbon, Portugal
Rawstron, Andy C.
Paiva, Bruno
论文数: 0引用数: 0
h-index: 0
机构:
Univ Navarra, Univ Navarra Clin, Ctr Invest Med Aplicada, E-31080 Pamplona, SpainHosp S Francisco Xavier, Cytometry Lab, Dept Clin Pathol, CHLO, Estr Ft Alto Duque, P-1495005 Lisbon, Portugal
机构:
Royal Hallamshire Hosp, Dept Haematol, UK NEQAS Leucocyte Immunophenotyping, Sheffield S10 2JF, S Yorkshire, EnglandRoyal Hallamshire Hosp, Dept Haematol, UK NEQAS Leucocyte Immunophenotyping, Sheffield S10 2JF, S Yorkshire, England
Barnett, David
Louzao, Raul
论文数: 0引用数: 0
h-index: 0
机构:
Duke Univ, Durham, NC USARoyal Hallamshire Hosp, Dept Haematol, UK NEQAS Leucocyte Immunophenotyping, Sheffield S10 2JF, S Yorkshire, England
Louzao, Raul
Gambell, Peter
论文数: 0引用数: 0
h-index: 0
机构:
Peter MacCallum Canc Ctr, Dept Pathol, Melbourne, Vic, AustraliaRoyal Hallamshire Hosp, Dept Haematol, UK NEQAS Leucocyte Immunophenotyping, Sheffield S10 2JF, S Yorkshire, England
Gambell, Peter
De, Jitakshi
论文数: 0引用数: 0
h-index: 0
机构:
DeePath Med Inc, Palo Alto, CA 94301 USARoyal Hallamshire Hosp, Dept Haematol, UK NEQAS Leucocyte Immunophenotyping, Sheffield S10 2JF, S Yorkshire, England
De, Jitakshi
Oldaker, Teri
论文数: 0引用数: 0
h-index: 0
机构:
Genoptix Med Lab, Carlsbad, CA USARoyal Hallamshire Hosp, Dept Haematol, UK NEQAS Leucocyte Immunophenotyping, Sheffield S10 2JF, S Yorkshire, England
Oldaker, Teri
Hanson, Curtis A.
论文数: 0引用数: 0
h-index: 0
机构:
Mayo Clin, Coll Med, Dept Lab Med & Pathol, Rochester, MN USARoyal Hallamshire Hosp, Dept Haematol, UK NEQAS Leucocyte Immunophenotyping, Sheffield S10 2JF, S Yorkshire, England
机构:
Johns Hopkins Med Inst, Dept Pathol, Baltimore, MD 21287 USAJohns Hopkins Med Inst, Dept Pathol, Baltimore, MD 21287 USA
Borowitz, Michael J.
Wood, Brent L.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Washington, Dept Lab Med, Seattle, WA 98195 USAJohns Hopkins Med Inst, Dept Pathol, Baltimore, MD 21287 USA
Wood, Brent L.
Devidas, Meenakshi
论文数: 0引用数: 0
h-index: 0
机构:
Univ Florida, Coll Med & Publ Hlth & Hlth Profess, Dept Biostat, Gainesville, FL USAJohns Hopkins Med Inst, Dept Pathol, Baltimore, MD 21287 USA
Devidas, Meenakshi
Loh, Mignon L.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif San Francisco, Benioff Childrens Hosp, San Francisco, CA 94143 USA
Univ Calif San Francisco, Helen Diller Family Comprehens Canc Ctr, San Francisco, CA 94143 USAJohns Hopkins Med Inst, Dept Pathol, Baltimore, MD 21287 USA
Loh, Mignon L.
Raetz, Elizabeth A.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Utah, Dept Pediat, Salt Lake City, UT USAJohns Hopkins Med Inst, Dept Pathol, Baltimore, MD 21287 USA
Raetz, Elizabeth A.
Salzer, Wanda L.
论文数: 0引用数: 0
h-index: 0
机构:
US Army, Med Res & Mat Command, Ft Detrick, MD USAJohns Hopkins Med Inst, Dept Pathol, Baltimore, MD 21287 USA
Salzer, Wanda L.
Nachman, James B.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Chicago, Dept Pediat, Chicago, IL 60637 USAJohns Hopkins Med Inst, Dept Pathol, Baltimore, MD 21287 USA
Nachman, James B.
Carroll, Andrew J.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Alabama Birmingham, Dept Genet, Birmingham, AL USAJohns Hopkins Med Inst, Dept Pathol, Baltimore, MD 21287 USA
Carroll, Andrew J.
Heerema, Nyla A.
论文数: 0引用数: 0
h-index: 0
机构:
Ohio State Univ, Sch Med, Dept Pathol, Columbus, OH 43210 USAJohns Hopkins Med Inst, Dept Pathol, Baltimore, MD 21287 USA
Heerema, Nyla A.
Gastier-Foster, Julie M.
论文数: 0引用数: 0
h-index: 0
机构:
Nationwide Childrens Hosp, Columbus, OH USAJohns Hopkins Med Inst, Dept Pathol, Baltimore, MD 21287 USA
Gastier-Foster, Julie M.
Willman, Cheryl L.
论文数: 0引用数: 0
h-index: 0
机构:
Univ New Mexico, Ctr Canc, Albuquerque, NM 87131 USA
Univ New Mexico, Dept Internal Med, Albuquerque, NM 87131 USA
Univ New Mexico, Dept Pathol, Albuquerque, NM 87131 USAJohns Hopkins Med Inst, Dept Pathol, Baltimore, MD 21287 USA
Willman, Cheryl L.
Dai, Yunfeng
论文数: 0引用数: 0
h-index: 0
机构:
Univ Florida, Coll Med & Publ Hlth & Hlth Profess, Dept Biostat, Gainesville, FL USAJohns Hopkins Med Inst, Dept Pathol, Baltimore, MD 21287 USA
Dai, Yunfeng
Winick, Naomi J.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Texas SW Med Ctr Dallas, Dallas, TX 75390 USAJohns Hopkins Med Inst, Dept Pathol, Baltimore, MD 21287 USA
Winick, Naomi J.
Hunger, Stephen P.
论文数: 0引用数: 0
h-index: 0
机构:
Childrens Hosp Philadelphia, Dept Pediat, Philadelphia, PA 19104 USA
Childrens Hosp Philadelphia, Ctr Childhood Canc Res, Philadelphia, PA 19104 USAJohns Hopkins Med Inst, Dept Pathol, Baltimore, MD 21287 USA
Hunger, Stephen P.
Carroll, William L.
论文数: 0引用数: 0
h-index: 0
机构:
NYU, Med Ctr, Dept Pediat, New York, NY 10016 USA
NYU, Med Ctr, Inst Canc, New York, NY 10016 USAJohns Hopkins Med Inst, Dept Pathol, Baltimore, MD 21287 USA
Carroll, William L.
Larsen, Eric
论文数: 0引用数: 0
h-index: 0
机构:
Maine Childrens Canc Program, Scarborough, ME USAJohns Hopkins Med Inst, Dept Pathol, Baltimore, MD 21287 USA
机构:
Inst Med & Vet Sci, Div Immunol, Adelaide, SA 5000, AustraliaInst Med & Vet Sci, Hanson Inst, Div Haematol, Adelaide, SA 5000, Australia
Gillis, David
Lewis, Ian
论文数: 0引用数: 0
h-index: 0
机构:
Inst Med & Vet Sci, Hanson Inst, Div Haematol, Adelaide, SA 5000, Australia
Univ Adelaide, Adelaide, SA, AustraliaInst Med & Vet Sci, Hanson Inst, Div Haematol, Adelaide, SA 5000, Australia
机构:
Hosp S Francisco Xavier, Cytometry Lab, Dept Clin Pathol, CHLO, Estr Ft Alto Duque, P-1495005 Lisbon, PortugalHosp S Francisco Xavier, Cytometry Lab, Dept Clin Pathol, CHLO, Estr Ft Alto Duque, P-1495005 Lisbon, Portugal
Arroz, Maria
Came, Neil
论文数: 0引用数: 0
h-index: 0
机构:
Peter MacCallum Canc Ctr, Dept Pathol, Melbourne, Vic, AustraliaHosp S Francisco Xavier, Cytometry Lab, Dept Clin Pathol, CHLO, Estr Ft Alto Duque, P-1495005 Lisbon, Portugal
Came, Neil
Lin, Pei
论文数: 0引用数: 0
h-index: 0
机构:
Univ Texas Houston, MD Anderson Canc Ctr, Dept Hematopathol, 1515 Holcombe Blvd, Houston, TX 77030 USAHosp S Francisco Xavier, Cytometry Lab, Dept Clin Pathol, CHLO, Estr Ft Alto Duque, P-1495005 Lisbon, Portugal
Lin, Pei
Chen, Weina
论文数: 0引用数: 0
h-index: 0
机构:
Univ Texas SW Med Ctr Dallas, Dept Pathol, Dallas, TX 75390 USAHosp S Francisco Xavier, Cytometry Lab, Dept Clin Pathol, CHLO, Estr Ft Alto Duque, P-1495005 Lisbon, Portugal
Chen, Weina
Yuan, Constance
论文数: 0引用数: 0
h-index: 0
机构:
NCI, Pathol Lab, NIH, Bldg 10, Bethesda, MD 20892 USAHosp S Francisco Xavier, Cytometry Lab, Dept Clin Pathol, CHLO, Estr Ft Alto Duque, P-1495005 Lisbon, Portugal
Yuan, Constance
Lagoo, Anand
论文数: 0引用数: 0
h-index: 0
机构:
Duke Univ, Med Ctr, Dept Pathol, Durham, NC 27710 USAHosp S Francisco Xavier, Cytometry Lab, Dept Clin Pathol, CHLO, Estr Ft Alto Duque, P-1495005 Lisbon, Portugal
Lagoo, Anand
Monreal, Mariela
论文数: 0引用数: 0
h-index: 0
机构:
Interpflow Corp, Miami, FL USAHosp S Francisco Xavier, Cytometry Lab, Dept Clin Pathol, CHLO, Estr Ft Alto Duque, P-1495005 Lisbon, Portugal
Monreal, Mariela
de Tute, Ruth
论文数: 0引用数: 0
h-index: 0
机构:
St Jamess Inst Oncol, Dept Haematol, HMDS, Leeds, W Yorkshire, EnglandHosp S Francisco Xavier, Cytometry Lab, Dept Clin Pathol, CHLO, Estr Ft Alto Duque, P-1495005 Lisbon, Portugal
de Tute, Ruth
Vergilio, Jo-Anne
论文数: 0引用数: 0
h-index: 0
机构:
Univ Michigan, Med Ctr, Hematol Oncol Lab, Ann Arbor, MI USAHosp S Francisco Xavier, Cytometry Lab, Dept Clin Pathol, CHLO, Estr Ft Alto Duque, P-1495005 Lisbon, Portugal
Vergilio, Jo-Anne
Rawstron, Andy C.
论文数: 0引用数: 0
h-index: 0
机构:
St Jamess Inst Oncol, Dept Haematol, HMDS, Leeds, W Yorkshire, EnglandHosp S Francisco Xavier, Cytometry Lab, Dept Clin Pathol, CHLO, Estr Ft Alto Duque, P-1495005 Lisbon, Portugal
Rawstron, Andy C.
Paiva, Bruno
论文数: 0引用数: 0
h-index: 0
机构:
Univ Navarra, Univ Navarra Clin, Ctr Invest Med Aplicada, E-31080 Pamplona, SpainHosp S Francisco Xavier, Cytometry Lab, Dept Clin Pathol, CHLO, Estr Ft Alto Duque, P-1495005 Lisbon, Portugal
机构:
Royal Hallamshire Hosp, Dept Haematol, UK NEQAS Leucocyte Immunophenotyping, Sheffield S10 2JF, S Yorkshire, EnglandRoyal Hallamshire Hosp, Dept Haematol, UK NEQAS Leucocyte Immunophenotyping, Sheffield S10 2JF, S Yorkshire, England
Barnett, David
Louzao, Raul
论文数: 0引用数: 0
h-index: 0
机构:
Duke Univ, Durham, NC USARoyal Hallamshire Hosp, Dept Haematol, UK NEQAS Leucocyte Immunophenotyping, Sheffield S10 2JF, S Yorkshire, England
Louzao, Raul
Gambell, Peter
论文数: 0引用数: 0
h-index: 0
机构:
Peter MacCallum Canc Ctr, Dept Pathol, Melbourne, Vic, AustraliaRoyal Hallamshire Hosp, Dept Haematol, UK NEQAS Leucocyte Immunophenotyping, Sheffield S10 2JF, S Yorkshire, England
Gambell, Peter
De, Jitakshi
论文数: 0引用数: 0
h-index: 0
机构:
DeePath Med Inc, Palo Alto, CA 94301 USARoyal Hallamshire Hosp, Dept Haematol, UK NEQAS Leucocyte Immunophenotyping, Sheffield S10 2JF, S Yorkshire, England
De, Jitakshi
Oldaker, Teri
论文数: 0引用数: 0
h-index: 0
机构:
Genoptix Med Lab, Carlsbad, CA USARoyal Hallamshire Hosp, Dept Haematol, UK NEQAS Leucocyte Immunophenotyping, Sheffield S10 2JF, S Yorkshire, England
Oldaker, Teri
Hanson, Curtis A.
论文数: 0引用数: 0
h-index: 0
机构:
Mayo Clin, Coll Med, Dept Lab Med & Pathol, Rochester, MN USARoyal Hallamshire Hosp, Dept Haematol, UK NEQAS Leucocyte Immunophenotyping, Sheffield S10 2JF, S Yorkshire, England
机构:
Johns Hopkins Med Inst, Dept Pathol, Baltimore, MD 21287 USAJohns Hopkins Med Inst, Dept Pathol, Baltimore, MD 21287 USA
Borowitz, Michael J.
Wood, Brent L.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Washington, Dept Lab Med, Seattle, WA 98195 USAJohns Hopkins Med Inst, Dept Pathol, Baltimore, MD 21287 USA
Wood, Brent L.
Devidas, Meenakshi
论文数: 0引用数: 0
h-index: 0
机构:
Univ Florida, Coll Med & Publ Hlth & Hlth Profess, Dept Biostat, Gainesville, FL USAJohns Hopkins Med Inst, Dept Pathol, Baltimore, MD 21287 USA
Devidas, Meenakshi
Loh, Mignon L.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif San Francisco, Benioff Childrens Hosp, San Francisco, CA 94143 USA
Univ Calif San Francisco, Helen Diller Family Comprehens Canc Ctr, San Francisco, CA 94143 USAJohns Hopkins Med Inst, Dept Pathol, Baltimore, MD 21287 USA
Loh, Mignon L.
Raetz, Elizabeth A.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Utah, Dept Pediat, Salt Lake City, UT USAJohns Hopkins Med Inst, Dept Pathol, Baltimore, MD 21287 USA
Raetz, Elizabeth A.
Salzer, Wanda L.
论文数: 0引用数: 0
h-index: 0
机构:
US Army, Med Res & Mat Command, Ft Detrick, MD USAJohns Hopkins Med Inst, Dept Pathol, Baltimore, MD 21287 USA
Salzer, Wanda L.
Nachman, James B.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Chicago, Dept Pediat, Chicago, IL 60637 USAJohns Hopkins Med Inst, Dept Pathol, Baltimore, MD 21287 USA
Nachman, James B.
Carroll, Andrew J.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Alabama Birmingham, Dept Genet, Birmingham, AL USAJohns Hopkins Med Inst, Dept Pathol, Baltimore, MD 21287 USA
Carroll, Andrew J.
Heerema, Nyla A.
论文数: 0引用数: 0
h-index: 0
机构:
Ohio State Univ, Sch Med, Dept Pathol, Columbus, OH 43210 USAJohns Hopkins Med Inst, Dept Pathol, Baltimore, MD 21287 USA
Heerema, Nyla A.
Gastier-Foster, Julie M.
论文数: 0引用数: 0
h-index: 0
机构:
Nationwide Childrens Hosp, Columbus, OH USAJohns Hopkins Med Inst, Dept Pathol, Baltimore, MD 21287 USA
Gastier-Foster, Julie M.
Willman, Cheryl L.
论文数: 0引用数: 0
h-index: 0
机构:
Univ New Mexico, Ctr Canc, Albuquerque, NM 87131 USA
Univ New Mexico, Dept Internal Med, Albuquerque, NM 87131 USA
Univ New Mexico, Dept Pathol, Albuquerque, NM 87131 USAJohns Hopkins Med Inst, Dept Pathol, Baltimore, MD 21287 USA
Willman, Cheryl L.
Dai, Yunfeng
论文数: 0引用数: 0
h-index: 0
机构:
Univ Florida, Coll Med & Publ Hlth & Hlth Profess, Dept Biostat, Gainesville, FL USAJohns Hopkins Med Inst, Dept Pathol, Baltimore, MD 21287 USA
Dai, Yunfeng
Winick, Naomi J.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Texas SW Med Ctr Dallas, Dallas, TX 75390 USAJohns Hopkins Med Inst, Dept Pathol, Baltimore, MD 21287 USA
Winick, Naomi J.
Hunger, Stephen P.
论文数: 0引用数: 0
h-index: 0
机构:
Childrens Hosp Philadelphia, Dept Pediat, Philadelphia, PA 19104 USA
Childrens Hosp Philadelphia, Ctr Childhood Canc Res, Philadelphia, PA 19104 USAJohns Hopkins Med Inst, Dept Pathol, Baltimore, MD 21287 USA
Hunger, Stephen P.
Carroll, William L.
论文数: 0引用数: 0
h-index: 0
机构:
NYU, Med Ctr, Dept Pediat, New York, NY 10016 USA
NYU, Med Ctr, Inst Canc, New York, NY 10016 USAJohns Hopkins Med Inst, Dept Pathol, Baltimore, MD 21287 USA
Carroll, William L.
Larsen, Eric
论文数: 0引用数: 0
h-index: 0
机构:
Maine Childrens Canc Program, Scarborough, ME USAJohns Hopkins Med Inst, Dept Pathol, Baltimore, MD 21287 USA