AI Drug Discovery for Pharma and Biotech

Drug discovery

5

drugs

With orphan designations

Overview

Chronic myelomonocytic leukemia (CMML) is a rare clonal hematopoietic malignancy classified as a myelodysplastic/myeloproliferative neoplasm, characterized by persistent peripheral monocytosis (≥1×10⁹/L), dysplasia, and variable risk of progression to acute myeloid leukemia (15-30%) [1][5][20]. Pathogenesis involves mutations in epigenetic regulators (TET2, ASXL1), spliceosome components (SRSF2), and signaling pathways, driving both proliferative and dysplastic features [5][15][17]. Diagnosis requires exclusion of BCR::ABL1 and other MPNs [20].

Population

  • Annual US incidence: ~1,100 cases (4/1 million) [1][6]

  • Median age at diagnosis: 70-74 years; rare <60 years [1][6][17]

  • Male predominance (2:1 ratio) [1][11]

Burden

  • Global ASIR: 0.31/100,000 (2017), with higher mortality in low-SDI regions [4][9]

  • Median survival: 12-36 months; 5-year OS <20% in advanced stages [11][17]

  • Economic impact: High costs of tyrosine kinase inhibitors and HSCT contribute to healthcare disparities, particularly in resource-limited settings [4][9]

Key challenges include frequent transfusion dependence (24% at diagnosis) and limited durable responses to non-transplant therapies [17][18].

Therapies

  • Risk-adapted approach: Hypomethylating agents (azacitidine) for high-blast/cytopenic subtypes; hydroxyurea for proliferative phenotypes (WBC ≥13×10⁹/L) [3][8][13]

  • Curative intent: Allogeneic stem cell transplant (limited to younger, fit patients) [13][16]

  • Supportive care: Transfusions, erythropoiesis-stimulating agents, and infection prophylaxis [3][6][18]

Categories: rare hematological diseases, rare neoplastic diseases, rare transplant-related disorders

Research Papers

871 drug discovery papers about Chronic myelomonocytic leukemia, with 2 first-in-class and 12 next-in-class emerging drug candidates forecasted to outperform the average preclinical success rate. Recent publications:

871 drug discovery papers about Chronic myelomonocytic leukemia, with 2 first-in-class and 12 next-in-class emerging drug candidates forecasted to outperform the average preclinical success rate. Recent publications:

2026-07-08 | Inflammatory signatures in the spectrum of myeloid diseases.

Dysregulated innate immunity contributes to clonal cytopenias and myeloid neoplasms, but its extent across disease stages and clinical relevance remain incompletely defined. We analyzed plasma ASC/NLRP3 double-positive (DP) specks, ASC single-positive (SP) specks, and 45 cytokines in 223 patients with idiopathic cytopenias of undetermined significance (ICUS)/clonal cytopenias of undetermined significance (CCUS), myelodysplastic syndromes (MDS), and chronic myelomonocytic leukemia (CMML) and 39 matched non-inflammatory controls using adjusted regression, survival modeling, and paired longitudinal analyses. Inflammasome activation and cytokine perturbations were evident across the disease spectrum. DP-ASC specks were elevated in MDS and CMML, whereas SP-ASC specks were increased across all groups, indicating activation of ASC-containing inflammasomes beyond NLRP3. Cytokines followed a graded ICUS → MDS → CMML pattern, with widespread upregulation of interleukins and chemokines (including IL-7, IL-8, IL-11/CXCL11, and CCL7) alongside suppression of stem and progenitor support factors such as CSF3, FLT3LG, TRAIL, and TWEAK. At baseline, elevated IL-15 and MMP1 predicted progression to acute myeloid Leukaemia, while higher IL-10, CXCL8, and IL-18 were associated with reduced survival; ASC specks were not independently prognostic. Longitudinal increases in selected cytokines distinguished progressors (area under the curve 0.82; 95% CI: 0.49-1.0). Cytokine patterns correlated with mutation categories, with the isolated SF3B1 mutation associated with higher DP-ASC specks. These findings define early and progressive inflammasome engagement and nominate dynamic cytokine panels and the inflammasome-IL-1 axis as actionable biomarkers and therapeutic targets.

Open article ↗



2026-07-01 | A Phase Ib/II study of ceralasertib, a selective inhibitor of ATR, in patients with relapsed or refractory MDS and CMML.

Pre-mRNA splicing gene mutations are common in MDS and CMML and induce R-loops which trigger ATR activation. We studied ceralasertib, an orally bioavailable ATR inhibitor, in adult patients with R/R MDS or CMML in a phase Ib/II study including a safety run-in and expansion of 160mg BID during a 28-day cycle on two schedules: days 1-14 (14on/14off) or days 1-7 and 15- 21 (7on/7off). Response rates and survival were estimated. Forty-four evaluable patients were treated. Grade 3 or higher all-cause adverse events in 10% or more patients included thrombocytopenia (n=13), anemia (n=12), neutropenia (n=9), febrile neutropenia (n=9), pneumonia (n=6), and hypoxia (n=5). Thrombocytopenia requiring a platelet transfusion during the first cycle was reduced to 1 of 10 patients on 7on/7off compared to 8 of 16 patients on 14on/14off among patients with a baseline platelet count >50k (p=0.087). ORR was 29.5% (13 of 44 patients) and included one CR, 5 marrow CR (2 with HI-N), and 7 with HI (HI-E=4, HI-N=2, HI-P=1). Median PFS was 4.8mo and OS was 12 months (95%CI 11, 24). ORR (p=0.72), PFS (p=0.9) and OS (p=0.65) did not differ between schedules. While splicing factor mutation VAFs were stable, RUNX1 mutation VAFs typically increased at progression. Serum inflammatory cytokine levels including TNFRSF8 (CD30) and other TNF family members decreased during ceralasertib exposure; this effect was blunted in RUNX1 mutant samples. In conclusion, ceralasertib 160mg BID d1-7 and 15-21 was established as monotherapy dosing with a response rate of 30% in patients with R/R MDS and CMML. NCT03770429.

Open article ↗



2026-06-28 | Vibecotamab for measurable residual disease in acute myeloid leukemia and for myelodysplastic syndromes and chronic myelomonocytic leukemia after hypomethylating agent failure: a phase II study.

Acute myeloid leukemia (AML) with persistent measurable residual disease (MRD) and relapsed/refractory myelodysplastic syndromes (MDS) are low-blast myeloid diseases for which there are few effective therapeutic options. CD123 represents an attractive target in these diseases. Vibecotamab is a bispecific antibody that binds to CD123 on malignant blasts and to CD3 on T-cells, to recognize and eliminate CD123-positive malignant cells. This single-center phase II study evaluated the efficacy of vibecotamab in patients AML with detectable MRD (AML-MRD cohort) or with MDS or chronic myelomonocytic leukemia (CMML) after hypomethylating agent failure (MDS/CMML cohort). In cycle 1, patients received vibecotamab IV on day 1 (0.43 µg/kg), day 3 (0.75 µg/kg), day 5 (1.1 µg/kg), and days 8, 15 and 22 (1.7 µg/kg). In subsequent cycles, patients received vibecotamab IV on days 1, 8, 15, and 22 (1.7 µg/kg). The primary outcomes were MRD negativity rate (AML-MRD cohort) and overall response (MDS/CMML cohort). Between May 2022 and April 2025, 48 patients were enrolled (21 AML-MRD cohort, 27 MDS/CMML cohort). The median ages of the AML-MRD and the MDS/CMML cohorts were 70 and 76 years, respectively. In the AML-MRD cohort, the median MRD level by flow cytometry was 0.64% (range, 0.1-3.9%), and in the MDS/CMML, the median bone marrow blast percentage was 7% (range, 3-19%). The AML-MRD clearance rate was 19% (4/21; 95% CI 5-42%), and in the MDS/CMML cohort, the overall response rate was 67% (18/27; 95% CI 46-83%). The median overall survival was 13.1 months (95% CI 8.9-NR) for the AML-MRD cohort and 6.5 months (95% CI 4.2-10.3) for the MDS/CMML cohort. The most frequent adverse event was infusion reaction or cytokine relapse syndrome, which occurred in 29 patients (60%) overall, most of which were grade 1-2. Vibecotamab was active in low-blast myeloid diseases, although the durability of responses was modest. Additional studies of CD123-targeting bispecific antibodies, alone or in combination, are warranted for these diseases. Clinicaltrials.gov (NCT05285813).

Open article ↗



2026-07-08 | Inflammatory signatures in the spectrum of myeloid diseases.

Dysregulated innate immunity contributes to clonal cytopenias and myeloid neoplasms, but its extent across disease stages and clinical relevance remain incompletely defined. We analyzed plasma ASC/NLRP3 double-positive (DP) specks, ASC single-positive (SP) specks, and 45 cytokines in 223 patients with idiopathic cytopenias of undetermined significance (ICUS)/clonal cytopenias of undetermined significance (CCUS), myelodysplastic syndromes (MDS), and chronic myelomonocytic leukemia (CMML) and 39 matched non-inflammatory controls using adjusted regression, survival modeling, and paired longitudinal analyses. Inflammasome activation and cytokine perturbations were evident across the disease spectrum. DP-ASC specks were elevated in MDS and CMML, whereas SP-ASC specks were increased across all groups, indicating activation of ASC-containing inflammasomes beyond NLRP3. Cytokines followed a graded ICUS → MDS → CMML pattern, with widespread upregulation of interleukins and chemokines (including IL-7, IL-8, IL-11/CXCL11, and CCL7) alongside suppression of stem and progenitor support factors such as CSF3, FLT3LG, TRAIL, and TWEAK. At baseline, elevated IL-15 and MMP1 predicted progression to acute myeloid Leukaemia, while higher IL-10, CXCL8, and IL-18 were associated with reduced survival; ASC specks were not independently prognostic. Longitudinal increases in selected cytokines distinguished progressors (area under the curve 0.82; 95% CI: 0.49-1.0). Cytokine patterns correlated with mutation categories, with the isolated SF3B1 mutation associated with higher DP-ASC specks. These findings define early and progressive inflammasome engagement and nominate dynamic cytokine panels and the inflammasome-IL-1 axis as actionable biomarkers and therapeutic targets.

Open article ↗



2026-07-01 | A Phase Ib/II study of ceralasertib, a selective inhibitor of ATR, in patients with relapsed or refractory MDS and CMML.

Pre-mRNA splicing gene mutations are common in MDS and CMML and induce R-loops which trigger ATR activation. We studied ceralasertib, an orally bioavailable ATR inhibitor, in adult patients with R/R MDS or CMML in a phase Ib/II study including a safety run-in and expansion of 160mg BID during a 28-day cycle on two schedules: days 1-14 (14on/14off) or days 1-7 and 15- 21 (7on/7off). Response rates and survival were estimated. Forty-four evaluable patients were treated. Grade 3 or higher all-cause adverse events in 10% or more patients included thrombocytopenia (n=13), anemia (n=12), neutropenia (n=9), febrile neutropenia (n=9), pneumonia (n=6), and hypoxia (n=5). Thrombocytopenia requiring a platelet transfusion during the first cycle was reduced to 1 of 10 patients on 7on/7off compared to 8 of 16 patients on 14on/14off among patients with a baseline platelet count >50k (p=0.087). ORR was 29.5% (13 of 44 patients) and included one CR, 5 marrow CR (2 with HI-N), and 7 with HI (HI-E=4, HI-N=2, HI-P=1). Median PFS was 4.8mo and OS was 12 months (95%CI 11, 24). ORR (p=0.72), PFS (p=0.9) and OS (p=0.65) did not differ between schedules. While splicing factor mutation VAFs were stable, RUNX1 mutation VAFs typically increased at progression. Serum inflammatory cytokine levels including TNFRSF8 (CD30) and other TNF family members decreased during ceralasertib exposure; this effect was blunted in RUNX1 mutant samples. In conclusion, ceralasertib 160mg BID d1-7 and 15-21 was established as monotherapy dosing with a response rate of 30% in patients with R/R MDS and CMML. NCT03770429.

Open article ↗



2026-06-28 | Vibecotamab for measurable residual disease in acute myeloid leukemia and for myelodysplastic syndromes and chronic myelomonocytic leukemia after hypomethylating agent failure: a phase II study.

Acute myeloid leukemia (AML) with persistent measurable residual disease (MRD) and relapsed/refractory myelodysplastic syndromes (MDS) are low-blast myeloid diseases for which there are few effective therapeutic options. CD123 represents an attractive target in these diseases. Vibecotamab is a bispecific antibody that binds to CD123 on malignant blasts and to CD3 on T-cells, to recognize and eliminate CD123-positive malignant cells. This single-center phase II study evaluated the efficacy of vibecotamab in patients AML with detectable MRD (AML-MRD cohort) or with MDS or chronic myelomonocytic leukemia (CMML) after hypomethylating agent failure (MDS/CMML cohort). In cycle 1, patients received vibecotamab IV on day 1 (0.43 µg/kg), day 3 (0.75 µg/kg), day 5 (1.1 µg/kg), and days 8, 15 and 22 (1.7 µg/kg). In subsequent cycles, patients received vibecotamab IV on days 1, 8, 15, and 22 (1.7 µg/kg). The primary outcomes were MRD negativity rate (AML-MRD cohort) and overall response (MDS/CMML cohort). Between May 2022 and April 2025, 48 patients were enrolled (21 AML-MRD cohort, 27 MDS/CMML cohort). The median ages of the AML-MRD and the MDS/CMML cohorts were 70 and 76 years, respectively. In the AML-MRD cohort, the median MRD level by flow cytometry was 0.64% (range, 0.1-3.9%), and in the MDS/CMML, the median bone marrow blast percentage was 7% (range, 3-19%). The AML-MRD clearance rate was 19% (4/21; 95% CI 5-42%), and in the MDS/CMML cohort, the overall response rate was 67% (18/27; 95% CI 46-83%). The median overall survival was 13.1 months (95% CI 8.9-NR) for the AML-MRD cohort and 6.5 months (95% CI 4.2-10.3) for the MDS/CMML cohort. The most frequent adverse event was infusion reaction or cytokine relapse syndrome, which occurred in 29 patients (60%) overall, most of which were grade 1-2. Vibecotamab was active in low-blast myeloid diseases, although the durability of responses was modest. Additional studies of CD123-targeting bispecific antibodies, alone or in combination, are warranted for these diseases. Clinicaltrials.gov (NCT05285813).

Open article ↗



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Drug Discovery Landscape

5 orphan drug designations for Chronic myelomonocytic leukemia.

5 orphan drug designations for Chronic myelomonocytic leukemia.

Drug

Therapy type

Regulator

Orphan designation

Approval

Sponsor

co-packaged combination of azacitidine and cedazuridine

small molecules

FDA

2025-02-25

Taiho Oncology, Inc.

small molecule inhibitor of bcr-abl tyrosine kinase

FDA

2024-11-22

Enliven Therapeutics, Inc.

recombinant, humanized immunoglobulin G1 monoclonal antibody that targets the leukocyte immunoglobulin-like receptor subfamily B4

antibodies

FDA

2024-02-08

Immune-Onc Therapeutics

Recombinant human signal regulating protein alpha (SIRPalpha) fragment crystallizable (Fc)-fusion protein

proteins

FDA

2023-11-07

ImmuneOnco Biopharmaceuticals (Shanghai) Inc.

(2S,3S,4E,6S,7R,10R)-7,10-Dihydroxy-3,7-dimethyl-12-oxo-2-[(2E,4E,6R)-6-(pyridin-2-yl)hepta-2,4-dien-2-yl]oxacyclododec-4-en-6-yl 4-methylpiperazine-1-carboxylate

small molecules

FDA

2017-06-22

Eisai Inc.

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228 Park Ave S,
New York, USA.

At Explority, we build first-of-its-kind AI to bring clarity to the earliest and riskiest stages of pharmaceutical research by forecasting which therapies are most likely to succeed. Explority AI web and mobile applications are properties of the Explority AI Inc., a company registered in the United States (File No. 10320493).
For all questions: support@explority.ai

Copyright © 2026 Explority AI Inc.

Explority AI logo

228 Park Ave S,
New York, USA.

At Explority, we build first-of-its-kind AI to bring clarity to the earliest and riskiest stages of pharmaceutical research by forecasting which therapies are most likely to succeed. Explority AI web and mobile applications are properties of the Explority AI Inc., a company registered in the United States (File No. 10320493).
For all questions: support@explority.ai

Copyright © 2026 Explority AI Inc.

Explority AI logo

228 Park Ave S,
New York, USA.

At Explority, we build first-of-its-kind AI to bring clarity to the earliest and riskiest stages of pharmaceutical research by forecasting which therapies are most likely to succeed. Explority AI web and mobile applications are properties of the Explority AI Inc., a company registered in the United States (File No. 10320493).
For all questions: support@explority.ai

Copyright © 2026 Explority AI Inc.