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      Is Open Access

      Immunosuppression and outcomes in adult patients with de novo acute myeloid leukemia with normal karyotypes

      research-article
      a , b , a , b , a , a , c , c , c , d , e , d , f , d , f , 2 , a , a , a , b , a , b , a , b , a , b , a , g , g , h , a , b , a , b , a , b , a , b , a , b , a , b , a , b , 3
      Proceedings of the National Academy of Sciences of the United States of America
      National Academy of Sciences
      acute myeloid leukemia, immunosuppression, checkpoints, chemotherapy, cancer genomics

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          Significance

          Current acute myeloid leukemia (AML) risk assessment relies on cytogenetics and gene-sequencing studies but is imperfect, especially for patients with normal karyotypes and intermediate risk. To understand factors associated with excellent responses in these patients, we compared genetic and transcriptional data from patients with first remissions lasting more than 5 y after chemotherapy, to matched controls with first remissions lasting fewer than 2 y. AML cells from patients with early relapse displayed an immunosuppressive phenotype that blocked CD4 T cell activation via the T cell receptor; the long first-remission AML cells did not display this phenotype. Inhibiting LAG3 reversed this immunosuppression in most tested cases. This immunosuppressive phenotype may help to stratify risk of relapse at presentation, and outcomes.

          Abstract

          Acute myeloid leukemia (AML) patients rarely have long first remissions (LFRs; >5 y) after standard-of-care chemotherapy, unless classified as favorable risk at presentation. Identification of the mechanisms responsible for long vs. more typical, standard remissions may help to define prognostic determinants for chemotherapy responses. Using exome sequencing, RNA-sequencing, and functional immunologic studies, we characterized 28 normal karyotype (NK)-AML patients with >5 y first remissions after chemotherapy (LFRs) and compared them to a well-matched group of 31 NK-AML patients who relapsed within 2 y (standard first remissions [SFRs]). Our combined analyses indicated that genetic-risk profiling at presentation (as defined by European LeukemiaNet [ELN] 2017 criteria) was not sufficient to explain the outcomes of many SFR cases. Single-cell RNA-sequencing studies of 15 AML samples showed that SFR AML cells differentially expressed many genes associated with immune suppression. The bone marrow of SFR cases had significantly fewer CD4 + Th1 cells; these T cells expressed an exhaustion signature and were resistant to activation by T cell receptor stimulation in the presence of autologous AML cells. T cell activation could be restored by removing the AML cells or blocking the inhibitory major histocompatibility complex class II receptor, LAG3. Most LFR cases did not display these features, suggesting that their AML cells were not as immunosuppressive. These findings were confirmed and extended in an independent set of 50 AML cases representing all ELN 2017 risk groups. AML cell–mediated suppression of CD4 + T cell activation at presentation is strongly associated with unfavorable outcomes in AML patients treated with standard chemotherapy.

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          Molecular and cellular insights into T cell exhaustion.

          In chronic infections and cancer, T cells are exposed to persistent antigen and/or inflammatory signals. This scenario is often associated with the deterioration of T cell function: a state called 'exhaustion'. Exhausted T cells lose robust effector functions, express multiple inhibitory receptors and are defined by an altered transcriptional programme. T cell exhaustion is often associated with inefficient control of persisting infections and tumours, but revitalization of exhausted T cells can reinvigorate immunity. Here, we review recent advances that provide a clearer molecular understanding of T cell exhaustion and reveal new therapeutic targets for persisting infections and cancer.
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            Genomic and epigenomic landscapes of adult de novo acute myeloid leukemia.

            Many mutations that contribute to the pathogenesis of acute myeloid leukemia (AML) are undefined. The relationships between patterns of mutations and epigenetic phenotypes are not yet clear. We analyzed the genomes of 200 clinically annotated adult cases of de novo AML, using either whole-genome sequencing (50 cases) or whole-exome sequencing (150 cases), along with RNA and microRNA sequencing and DNA-methylation analysis. AML genomes have fewer mutations than most other adult cancers, with an average of only 13 mutations found in genes. Of these, an average of 5 are in genes that are recurrently mutated in AML. A total of 23 genes were significantly mutated, and another 237 were mutated in two or more samples. Nearly all samples had at least 1 nonsynonymous mutation in one of nine categories of genes that are almost certainly relevant for pathogenesis, including transcription-factor fusions (18% of cases), the gene encoding nucleophosmin (NPM1) (27%), tumor-suppressor genes (16%), DNA-methylation-related genes (44%), signaling genes (59%), chromatin-modifying genes (30%), myeloid transcription-factor genes (22%), cohesin-complex genes (13%), and spliceosome-complex genes (14%). Patterns of cooperation and mutual exclusivity suggested strong biologic relationships among several of the genes and categories. We identified at least one potential driver mutation in nearly all AML samples and found that a complex interplay of genetic events contributes to AML pathogenesis in individual patients. The databases from this study are widely available to serve as a foundation for further investigations of AML pathogenesis, classification, and risk stratification. (Funded by the National Institutes of Health.).
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              Acute Myeloid Leukemia.

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                Author and article information

                Journal
                Proc Natl Acad Sci U S A
                Proc Natl Acad Sci U S A
                pnas
                PNAS
                Proceedings of the National Academy of Sciences of the United States of America
                National Academy of Sciences
                0027-8424
                1091-6490
                29 November 2021
                7 December 2021
                29 November 2021
                : 118
                : 49
                : e2116427118
                Affiliations
                [1] aDivision of Oncology, Department of Medicine, Washington University School of Medicine in St. Louis , St. Louis, MO 63110;
                [2] bSiteman Cancer Center, Washington University School of Medicine in St. Louis , St. Louis, MO 63110;
                [3] cMcDonnell Genome Institute, Washington University School of Medicine in St. Louis , St. Louis, MO 63110;
                [4] dThe Clara D. Bloomfield Center for Leukemia Outcomes Research, The Ohio State University Comprehensive Cancer Center , Columbus, OH 43210;
                [5] eAlliance Statistics and Data Center, The Ohio State University Comprehensive Cancer Center , Columbus, OH 43210;
                [6] fDivision of Hematology, Department of Internal Medicine, The Ohio State University Comprehensive Cancer Center , Columbus, OH 43210;
                [7] gDivision of Biostatistics, Washington University School of Medicine in St. Louis , St. Louis, MO 63110;
                [8] hDepartment of Pathology and Immunology, Washington University School of Medicine in St. Louis , St. Louis, MO 63110
                Author notes
                3To whom correspondence may be addressed. Email: timley@ 123456wustl.edu .

                Contributed by Timothy J. Ley, October 23, 2021 (sent for review September 7, 2021; reviewed by Brunangelo Falini and Tony R. Green)

                Author contributions: F.F. and T.J.L. designed research; F.F., C.A.M., K.A.C., N.M.H., M.O., C.C.F., R.S.F., R.B.D., L.D.W., G.L.U., J.S.W., M.J.C., S.E.H., J.E.P., M.P.R., D.C.L., M.J.W., P.W., J.F.D., and T.J.L. performed research; J.K., A.-K.E., and C.D.B. contributed new reagents/analytic tools; F.F., C.A.M., K.A.C., S.M.R., J.D.B., M.J.S., D.H.S., and T.J.L. analyzed data; and F.F., C.A.M., and T.J.L. wrote the paper.

                1F.F. and C.A.M. contributed equally to this work.

                Author information
                https://orcid.org/0000-0001-8308-9407
                https://orcid.org/0000-0002-9913-0520
                Article
                202116427
                10.1073/pnas.2116427118
                8673586
                34845035
                165b3d9e-2d26-4741-8b40-876b34d4b472
                Copyright @ 2021

                This open access article is distributed under Creative Commons Attribution-NonCommercial-NoDerivatives License 4.0 (CC BY-NC-ND).

                History
                : 25 October 2021
                Page count
                Pages: 9
                Funding
                Funded by: HHS | NIH | National Cancer Institute (NCI) 100000054
                Award ID: CA167540
                Award Recipient : Francesca Ferraro Award Recipient : Christopher A Miller Award Recipient : Keegan A Christensen Award Recipient : Nichole M Helton Award Recipient : Margaret O'Laughlin Award Recipient : Catrina Fronick Award Recipient : Robert S Fulton Award Recipient : Jessica Kohlschmidt Award Recipient : Ann-Kathrin Eisfeld Award Recipient : Clara D. Bloomfield Award Recipient : Sai Mukund Ramakrishnan Award Recipient : Ryan B Day Award Recipient : Lukas D Wartman Award Recipient : Geoffrey L Uy Award Recipient : John S Welch Award Recipient : Matthew J Christopher Award Recipient : Sharon E Heath Award Recipient : Jack D Baty Award Recipient : Matthew J Schuelke Award Recipient : Jacqueline E. Payton Award Recipient : David H Spencer Award Recipient : Michael P. Rettig Award Recipient : Daniel C Link Award Recipient : Matthew J Walter Award Recipient : Peter Westervelt Award Recipient : John Dipersio Award Recipient : Timothy J. Ley
                Funded by: HHS | NIH | National Cancer Institute (NCI) 100000054
                Award ID: CA252632
                Award Recipient : Francesca Ferraro Award Recipient : Christopher A Miller Award Recipient : Keegan A Christensen Award Recipient : Nichole M Helton Award Recipient : Margaret O'Laughlin Award Recipient : Catrina Fronick Award Recipient : Robert S Fulton Award Recipient : Jessica Kohlschmidt Award Recipient : Ann-Kathrin Eisfeld Award Recipient : Clara D. Bloomfield Award Recipient : Sai Mukund Ramakrishnan Award Recipient : Ryan B Day Award Recipient : Lukas D Wartman Award Recipient : Geoffrey L Uy Award Recipient : John S Welch Award Recipient : Matthew J Christopher Award Recipient : Sharon E Heath Award Recipient : Jack D Baty Award Recipient : Matthew J Schuelke Award Recipient : Jacqueline E. Payton Award Recipient : David H Spencer Award Recipient : Michael P. Rettig Award Recipient : Daniel C Link Award Recipient : Matthew J Walter Award Recipient : Peter Westervelt Award Recipient : John Dipersio Award Recipient : Timothy J. Ley
                Funded by: HHS | NIH | National Cancer Institute (NCI) 100000054
                Award ID: CA211466
                Award Recipient : Francesca Ferraro Award Recipient : Christopher A Miller Award Recipient : Keegan A Christensen Award Recipient : Nichole M Helton Award Recipient : Margaret O'Laughlin Award Recipient : Catrina Fronick Award Recipient : Robert S Fulton Award Recipient : Jessica Kohlschmidt Award Recipient : Ann-Kathrin Eisfeld Award Recipient : Clara D. Bloomfield Award Recipient : Sai Mukund Ramakrishnan Award Recipient : Ryan B Day Award Recipient : Lukas D Wartman Award Recipient : Geoffrey L Uy Award Recipient : John S Welch Award Recipient : Matthew J Christopher Award Recipient : Sharon E Heath Award Recipient : Jack D Baty Award Recipient : Matthew J Schuelke Award Recipient : Jacqueline E. Payton Award Recipient : David H Spencer Award Recipient : Michael P. Rettig Award Recipient : Daniel C Link Award Recipient : Matthew J Walter Award Recipient : Peter Westervelt Award Recipient : John Dipersio Award Recipient : Timothy J. Ley
                Funded by: HHS | NIH | National Cancer Institute (NCI) 100000054
                Award ID: CA211782
                Award Recipient : Francesca Ferraro Award Recipient : Christopher A Miller Award Recipient : Keegan A Christensen Award Recipient : Nichole M Helton Award Recipient : Margaret O'Laughlin Award Recipient : Catrina Fronick Award Recipient : Robert S Fulton Award Recipient : Jessica Kohlschmidt Award Recipient : Ann-Kathrin Eisfeld Award Recipient : Clara D. Bloomfield Award Recipient : Sai Mukund Ramakrishnan Award Recipient : Ryan B Day Award Recipient : Lukas D Wartman Award Recipient : Geoffrey L Uy Award Recipient : John S Welch Award Recipient : Matthew J Christopher Award Recipient : Sharon E Heath Award Recipient : Jack D Baty Award Recipient : Matthew J Schuelke Award Recipient : Jacqueline E. Payton Award Recipient : David H Spencer Award Recipient : Michael P. Rettig Award Recipient : Daniel C Link Award Recipient : Matthew J Walter Award Recipient : Peter Westervelt Award Recipient : John Dipersio Award Recipient : Timothy J. Ley
                Funded by: HHS | NIH | National Cancer Institute (NCI) 100000054
                Award ID: CA101937
                Award Recipient : Francesca Ferraro Award Recipient : Christopher A Miller Award Recipient : Keegan A Christensen Award Recipient : Nichole M Helton Award Recipient : Margaret O'Laughlin Award Recipient : Catrina Fronick Award Recipient : Robert S Fulton Award Recipient : Jessica Kohlschmidt Award Recipient : Ann-Kathrin Eisfeld Award Recipient : Clara D. Bloomfield Award Recipient : Sai Mukund Ramakrishnan Award Recipient : Ryan B Day Award Recipient : Lukas D Wartman Award Recipient : Geoffrey L Uy Award Recipient : John S Welch Award Recipient : Matthew J Christopher Award Recipient : Sharon E Heath Award Recipient : Jack D Baty Award Recipient : Matthew J Schuelke Award Recipient : Jacqueline E. Payton Award Recipient : David H Spencer Award Recipient : Michael P. Rettig Award Recipient : Daniel C Link Award Recipient : Matthew J Walter Award Recipient : Peter Westervelt Award Recipient : John Dipersio Award Recipient : Timothy J. Ley
                Funded by: Edward P. Evans Foundation 100008884
                Award ID: N/A
                Award Recipient : Matthew J Walter
                Funded by: HHS | NIH | National Cancer Institute (NCI) 100000054
                Award ID: CA197561
                Award Recipient : Francesca Ferraro Award Recipient : Christopher A Miller Award Recipient : Keegan A Christensen Award Recipient : Nichole M Helton Award Recipient : Margaret O'Laughlin Award Recipient : Catrina Fronick Award Recipient : Robert S Fulton Award Recipient : Jessica Kohlschmidt Award Recipient : Ann-Kathrin Eisfeld Award Recipient : Clara D. Bloomfield Award Recipient : Sai Mukund Ramakrishnan Award Recipient : Ryan B Day Award Recipient : Lukas D Wartman Award Recipient : Geoffrey L Uy Award Recipient : John S Welch Award Recipient : Matthew J Christopher Award Recipient : Sharon E Heath Award Recipient : Jack D Baty Award Recipient : Matthew J Schuelke Award Recipient : Jacqueline E. Payton Award Recipient : David H Spencer Award Recipient : Michael P. Rettig Award Recipient : Daniel C Link Award Recipient : Matthew J Walter Award Recipient : Peter Westervelt Award Recipient : John Dipersio Award Recipient : Timothy J. Ley
                Funded by: HHS | NIH | National Cancer Institute (NCI) 100000054
                Award ID: CA210084
                Award Recipient : Francesca Ferraro Award Recipient : Christopher A Miller Award Recipient : Keegan A Christensen Award Recipient : Nichole M Helton Award Recipient : Margaret O'Laughlin Award Recipient : Catrina Fronick Award Recipient : Robert S Fulton Award Recipient : Jessica Kohlschmidt Award Recipient : Ann-Kathrin Eisfeld Award Recipient : Clara D. Bloomfield Award Recipient : Sai Mukund Ramakrishnan Award Recipient : Ryan B Day Award Recipient : Lukas D Wartman Award Recipient : Geoffrey L Uy Award Recipient : John S Welch Award Recipient : Matthew J Christopher Award Recipient : Sharon E Heath Award Recipient : Jack D Baty Award Recipient : Matthew J Schuelke Award Recipient : Jacqueline E. Payton Award Recipient : David H Spencer Award Recipient : Michael P. Rettig Award Recipient : Daniel C Link Award Recipient : Matthew J Walter Award Recipient : Peter Westervelt Award Recipient : John Dipersio Award Recipient : Timothy J. Ley
                Funded by: Foundation for Barnes-Jewish Hospital (Barnes-Jewish Hospital Foundation) 100007338
                Award ID: 5169
                Award Recipient : Timothy J. Ley
                Funded by: HHS | NIH | National Cancer Institute (NCI) 100000054
                Award ID: CA171963
                Award Recipient : Francesca Ferraro Award Recipient : Christopher A Miller Award Recipient : Keegan A Christensen Award Recipient : Nichole M Helton Award Recipient : Margaret O'Laughlin Award Recipient : Catrina Fronick Award Recipient : Robert S Fulton Award Recipient : Jessica Kohlschmidt Award Recipient : Ann-Kathrin Eisfeld Award Recipient : Clara D. Bloomfield Award Recipient : Sai Mukund Ramakrishnan Award Recipient : Ryan B Day Award Recipient : Lukas D Wartman Award Recipient : Geoffrey L Uy Award Recipient : John S Welch Award Recipient : Matthew J Christopher Award Recipient : Sharon E Heath Award Recipient : Jack D Baty Award Recipient : Matthew J Schuelke Award Recipient : Jacqueline E. Payton Award Recipient : David H Spencer Award Recipient : Michael P. Rettig Award Recipient : Daniel C Link Award Recipient : Matthew J Walter Award Recipient : Peter Westervelt Award Recipient : John Dipersio Award Recipient : Timothy J. Ley
                Funded by: HHS | NIH | National Cancer Institute (NCI) 100000054
                Award ID: CA180821
                Award Recipient : Francesca Ferraro Award Recipient : Christopher A Miller Award Recipient : Keegan A Christensen Award Recipient : Nichole M Helton Award Recipient : Margaret O'Laughlin Award Recipient : Catrina Fronick Award Recipient : Robert S Fulton Award Recipient : Jessica Kohlschmidt Award Recipient : Ann-Kathrin Eisfeld Award Recipient : Clara D. Bloomfield Award Recipient : Sai Mukund Ramakrishnan Award Recipient : Ryan B Day Award Recipient : Lukas D Wartman Award Recipient : Geoffrey L Uy Award Recipient : John S Welch Award Recipient : Matthew J Christopher Award Recipient : Sharon E Heath Award Recipient : Jack D Baty Award Recipient : Matthew J Schuelke Award Recipient : Jacqueline E. Payton Award Recipient : David H Spencer Award Recipient : Michael P. Rettig Award Recipient : Daniel C Link Award Recipient : Matthew J Walter Award Recipient : Peter Westervelt Award Recipient : John Dipersio Award Recipient : Timothy J. Ley
                Funded by: HHS | NIH | National Cancer Institute (NCI) 100000054
                Award ID: CA180882
                Award Recipient : Francesca Ferraro Award Recipient : Christopher A Miller Award Recipient : Keegan A Christensen Award Recipient : Nichole M Helton Award Recipient : Margaret O'Laughlin Award Recipient : Catrina Fronick Award Recipient : Robert S Fulton Award Recipient : Jessica Kohlschmidt Award Recipient : Ann-Kathrin Eisfeld Award Recipient : Clara D. Bloomfield Award Recipient : Sai Mukund Ramakrishnan Award Recipient : Ryan B Day Award Recipient : Lukas D Wartman Award Recipient : Geoffrey L Uy Award Recipient : John S Welch Award Recipient : Matthew J Christopher Award Recipient : Sharon E Heath Award Recipient : Jack D Baty Award Recipient : Matthew J Schuelke Award Recipient : Jacqueline E. Payton Award Recipient : David H Spencer Award Recipient : Michael P. Rettig Award Recipient : Daniel C Link Award Recipient : Matthew J Walter Award Recipient : Peter Westervelt Award Recipient : John Dipersio Award Recipient : Timothy J. Ley
                Funded by: HHS | NIH | National Cancer Institute (NCI) 100000054
                Award ID: CA196171
                Award Recipient : Francesca Ferraro Award Recipient : Christopher A Miller Award Recipient : Keegan A Christensen Award Recipient : Nichole M Helton Award Recipient : Margaret O'Laughlin Award Recipient : Catrina Fronick Award Recipient : Robert S Fulton Award Recipient : Jessica Kohlschmidt Award Recipient : Ann-Kathrin Eisfeld Award Recipient : Clara D. Bloomfield Award Recipient : Sai Mukund Ramakrishnan Award Recipient : Ryan B Day Award Recipient : Lukas D Wartman Award Recipient : Geoffrey L Uy Award Recipient : John S Welch Award Recipient : Matthew J Christopher Award Recipient : Sharon E Heath Award Recipient : Jack D Baty Award Recipient : Matthew J Schuelke Award Recipient : Jacqueline E. Payton Award Recipient : David H Spencer Award Recipient : Michael P. Rettig Award Recipient : Daniel C Link Award Recipient : Matthew J Walter Award Recipient : Peter Westervelt Award Recipient : John Dipersio Award Recipient : Timothy J. Ley
                Funded by: HHS | NIH | National Cancer Institute (NCI) 100000054
                Award ID: CA091842
                Award Recipient : Francesca Ferraro Award Recipient : Christopher A Miller Award Recipient : Keegan A Christensen Award Recipient : Nichole M Helton Award Recipient : Margaret O'Laughlin Award Recipient : Catrina Fronick Award Recipient : Robert S Fulton Award Recipient : Jessica Kohlschmidt Award Recipient : Ann-Kathrin Eisfeld Award Recipient : Clara D. Bloomfield Award Recipient : Sai Mukund Ramakrishnan Award Recipient : Ryan B Day Award Recipient : Lukas D Wartman Award Recipient : Geoffrey L Uy Award Recipient : John S Welch Award Recipient : Matthew J Christopher Award Recipient : Sharon E Heath Award Recipient : Jack D Baty Award Recipient : Matthew J Schuelke Award Recipient : Jacqueline E. Payton Award Recipient : David H Spencer Award Recipient : Michael P. Rettig Award Recipient : Daniel C Link Award Recipient : Matthew J Walter Award Recipient : Peter Westervelt Award Recipient : John Dipersio Award Recipient : Timothy J. Ley
                Categories
                422
                Biological Sciences
                Medical Sciences

                acute myeloid leukemia,immunosuppression,checkpoints,chemotherapy,cancer genomics

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