AI Drug Discovery for Pharma and Biotech

Drug discovery

43

drugs

With orphan designations

Overview

Mantle cell lymphoma (MCL) is a rare, aggressive B-cell non-Hodgkin lymphoma characterized by cyclin D1 overexpression via t(11;14) translocation [1][12]. Typically diagnosed at advanced stages (70-80% stage IV) [6][17], it primarily affects older adults and is incurable but manageable with therapies like BTK inhibitors, CAR T-cell therapy, and risk-adapted chemoimmunotherapy [3][9][13]. Prognosis varies by molecular risk factors (e.g., TP53 mutations, Ki-67 index) and treatment access [2][8].

Population

  • Median age at diagnosis: 60-70 years; 3:1 male predominance [6][12][17].

  • Incidence: 5% of NHL cases (~4–8 cases/million/year) [1][9]; disparities noted in Black Americans (higher mortality linked to socioeconomic factors) [2].

Burden

  • Median survival: 3–5 years historically, improving with novel therapies [1][17]; high relapse rates (median OS for R/R: 9–41 months) [9].

  • Economic impact: Hospitalizations account for 30–50% of costs; treatment toxicity increases healthcare utilization [4][14].

  • Disparities: Black patients face 30% higher mortality vs. White patients, driven by access barriers [2][19].

Therapies

  • Frontline: Bendamustine/rituximab (older patients) or high-dose cytarabine + ASCT (younger/fit patients) ± rituximab maintenance [3][13][18].

  • Relapsed/Refractory: BTK inhibitors (ibrutinib, acalabrutinib), CAR T-cell therapy (brexucabtagene autoleucel), and BCL-2 inhibitors (venetoclax) [1][9][13].

  • Emerging: Non-chemotherapy regimens (e.g., ibrutinib + rituximab) and risk-stratified approaches [3][8].

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

Research Papers

2,992 drug discovery papers related to Mantle cell lymphoma, with 3 first-in-class and 41 next-in-class early-stage therapies forecasted to outperform the average preclinical success rate. Recent publications:

2,992 drug discovery papers related to Mantle cell lymphoma, with 3 first-in-class and 41 next-in-class early-stage therapies forecasted to outperform the average preclinical success rate. Recent publications:

2026-07-09 | Cellular therapy in mantle cell lymphoma: recommendations from the EBMT practice harmonisation and guidelines committee.

Cellular therapies, namely autologous hematopoietic cell transplantation (autoHCT), allogeneic HCT (alloHCT) and more recently, chimeric antigen receptor T-cell therapies (CART), play a major role in state-of-the-art treatment of mantle cell lymphoma (MCL). With numerous therapeutic innovations currently entering the MCL treatment landscape, guidance for indication, sequencing and application of cellular therapies is of key importance. To address this practical need, the European Society for Blood and Marrow Transplantation (EBMT) Practice Harmonisation and Guidelines Committee convened an international expert meeting in Berlin on Sept 29/30, 2025. EBMT provided funding and logistical support. Two appointed chairpersons invited experts in MCL and cellular therapy, who completed three work packages devoted to the three types of cellular therapy. A literature search was performed beforehand and suitable published evidence was considered collectively in structured discussions and consensus-building exercises. The recommendations developed as a result of this process provide a sound basis for practical counseling and decision-making in the care of patients with treatment-naïve and relapsed/refractory MCL.

Open article ↗



2026-07-07 | [Chinese expert consensus on the diagnosis and treatment of elderly patients with mantle cell lymphoma (2026)].

Mantle cell lymphoma (MCL) is a rare type of non-Hodgkin lymphoma that predominantly occurs in elderly patients. In China, the proportion of elderly patients with MCL is increasing with the aging of the general population. The emergence of new targeted drugs and novel approaches has changed the treatment patterns and prognosis of MCL. Meanwhile, due to poor tolerance, elderly patients require individualized treatment strategies based on a comprehensive geriatric assessment. Therefore, the Lymphoid Disease Group of the Chinese Society of Hematology, Chinese Medical Association, and the Lymphatic Disease Society of the Chinese Medical Education Association convened relevant experts to formulate this consensus, to improve the diagnosis and treatment levels of elderly patients with MCL in China.

Open article ↗



2026-07-04 | Ethacrynic Oxadiazole 6u Induces Apoptosis by Targeting mTOR/c-Flip Axis and Noxa in Lymphoma Cells.

Evasion of apoptosis is a major cause of therapy failure in lymphoma. We studied a covalent compound 6u with an α, β-saturated carbonyl group derived from the diuretic drug ethacrynic acid to induce apoptosis of lymphoma cells by targeting antiapoptotic proteins. We found that 6u induces apoptosis in 4 lymphoma cell lines, Daudi, Romas, Jeko-1 and Jurkat, accompanied by down-regulation of c-Flip and Mcl-1, as well as upregulation of Noxa. The down-regulation of Mcl-1 relies on Noxa induction and that the down-regulation of c-Flip is mediated by inhibiting protein synthesis pathway through covalent binding to mTOR complexes. Overexpression of c-Flip and silencing Noxa attenuate 6u-induced apoptosis. 6u modified with the saturated carbonyl structure loses the mTOR inhibition and apoptosis induction abilities. 6u exhibits potent anti-lymphoma effects in mantle cell lymphoma Jeko-1 xenografts without causing toxicity. 6u functions as an apoptosis inducer through the α, β-saturated carbonyl group to decrease c-Flip and to induce Noxa. 6u represents a new type of covalent agent for targeting lymphoma by inducing apoptosis.

Open article ↗



2026-07-09 | Cellular therapy in mantle cell lymphoma: recommendations from the EBMT practice harmonisation and guidelines committee.

Cellular therapies, namely autologous hematopoietic cell transplantation (autoHCT), allogeneic HCT (alloHCT) and more recently, chimeric antigen receptor T-cell therapies (CART), play a major role in state-of-the-art treatment of mantle cell lymphoma (MCL). With numerous therapeutic innovations currently entering the MCL treatment landscape, guidance for indication, sequencing and application of cellular therapies is of key importance. To address this practical need, the European Society for Blood and Marrow Transplantation (EBMT) Practice Harmonisation and Guidelines Committee convened an international expert meeting in Berlin on Sept 29/30, 2025. EBMT provided funding and logistical support. Two appointed chairpersons invited experts in MCL and cellular therapy, who completed three work packages devoted to the three types of cellular therapy. A literature search was performed beforehand and suitable published evidence was considered collectively in structured discussions and consensus-building exercises. The recommendations developed as a result of this process provide a sound basis for practical counseling and decision-making in the care of patients with treatment-naïve and relapsed/refractory MCL.

Open article ↗



2026-07-07 | [Chinese expert consensus on the diagnosis and treatment of elderly patients with mantle cell lymphoma (2026)].

Mantle cell lymphoma (MCL) is a rare type of non-Hodgkin lymphoma that predominantly occurs in elderly patients. In China, the proportion of elderly patients with MCL is increasing with the aging of the general population. The emergence of new targeted drugs and novel approaches has changed the treatment patterns and prognosis of MCL. Meanwhile, due to poor tolerance, elderly patients require individualized treatment strategies based on a comprehensive geriatric assessment. Therefore, the Lymphoid Disease Group of the Chinese Society of Hematology, Chinese Medical Association, and the Lymphatic Disease Society of the Chinese Medical Education Association convened relevant experts to formulate this consensus, to improve the diagnosis and treatment levels of elderly patients with MCL in China.

Open article ↗



2026-07-04 | Ethacrynic Oxadiazole 6u Induces Apoptosis by Targeting mTOR/c-Flip Axis and Noxa in Lymphoma Cells.

Evasion of apoptosis is a major cause of therapy failure in lymphoma. We studied a covalent compound 6u with an α, β-saturated carbonyl group derived from the diuretic drug ethacrynic acid to induce apoptosis of lymphoma cells by targeting antiapoptotic proteins. We found that 6u induces apoptosis in 4 lymphoma cell lines, Daudi, Romas, Jeko-1 and Jurkat, accompanied by down-regulation of c-Flip and Mcl-1, as well as upregulation of Noxa. The down-regulation of Mcl-1 relies on Noxa induction and that the down-regulation of c-Flip is mediated by inhibiting protein synthesis pathway through covalent binding to mTOR complexes. Overexpression of c-Flip and silencing Noxa attenuate 6u-induced apoptosis. 6u modified with the saturated carbonyl structure loses the mTOR inhibition and apoptosis induction abilities. 6u exhibits potent anti-lymphoma effects in mantle cell lymphoma Jeko-1 xenografts without causing toxicity. 6u functions as an apoptosis inducer through the α, β-saturated carbonyl group to decrease c-Flip and to induce Noxa. 6u represents a new type of covalent agent for targeting lymphoma by inducing apoptosis.

Open article ↗



Access all drug discovery articles and probability of success in trials forecasts:

Access all drug discovery articles and probability of success in trials forecasts:

Drug Discovery Landscape

43 orphan drug designations for Mantle cell lymphoma, including 10 approved therapies.

43 orphan drug designations for Mantle cell lymphoma, including 10 approved therapies.

Drug

Therapy type

Regulator

Orphan designation

Approval

Sponsor

an antibody-drug conjugate composed of the humanized monoclonal antibody against ROR1, conjugated to MMAE through a mc-vc-PAB cleavable linker

antibodies

FDA

2025-02-25

Hangzhou Zhongmei Huadong Pharmaceutical Co., Ltd

CAR-T cell engager protein that links the CD19-directed CAR-T cell to a B cell antigen CD20

cell therapies

FDA

2024-02-20

Aleta Biotherapeutics

sonrotoclax [Beqalzi]

small molecules

FDA

2023-12-21

2026-05-13

BeOne Medicines USA, Inc.

3-tert-butyl-N-{(1R)-1-[4-(6-{6-[4-({1-[4-(2,4-dioxo-1,3-diazinan-1-yl)phenyl]piperidin-4-yl}methyl)piperazin-1-yl]pyridin-3-yl}-7H-pyrrolo[2,3-d]pyrimidin-4-yl)-2-methylphenyl]ethyl}-1,2,4-oxadiazole-5-carboxamide

small molecules

FDA

2023-12-05

BeOne Medicines USA, Inc.

an oral inhibitor of mucosa-associated lymphoid tissue lymphoma translocation protein 1 (MALT1)

small molecules

FDA

2023-08-11

Schrödinger, Inc.

(+)N-hydroxy-N-(methylacylfulvene)urea

small molecules

FDA

2023-01-03

Lantern Pharma

Glofitamab

antibodies

EMA

2022-04-13

Roche Registration GmbH

Glofitamab

antibodies

FDA

2022-02-22

Genentech, Inc.

Pirtobrutinib [Jaypirca]

small molecules

EMA

2021-06-21

Eli Lilly Nederland B.V.

Orelabrutinib

small molecules

FDA

2020-12-30

InnoCare Pharma Inc.

Humanised IgG1 monoclonal antibody against the extracellular domain of receptor tyrosine kinase-like orphan receptor 1 coupled via a proteolytically cleavable maleimidocaproyl-valine-citrulline-para-aminobenzoate linker to monomethyl auristatin E

antibodies

EMA

2020-12-09

Merck Sharp & Dohme B.V.

pirtobrutinib [Jaypirca]

small molecules

FDA

2020-08-28

2023-01-27

Loxo Oncology, Inc.

Antibody-drug conjugate (ADC) comprising an anti-ROR1 monoclonal antibody (UC-961), a proteolytically cleavable maleimidocaproyl-valine-citrulline-para-aminobenzoate linker (mc-vc-PAB), and a monomethyl auristatin E (MMAE) cytotoxin.

antibodies

FDA

2020-08-26

Merck Sharp & Dohme, LLC

cirmtuzumab

antibodies

FDA

2020-06-22

Ho’ola Therapeutics Inc.

Allogeneic gene-edited CD19-directed CAR T cells/azercabtagene zapreleucel

cell therapies

FDA

2020-05-13

Imugene Limited

lisocabtagene maraleucel [Breyanzi]

cell therapies

FDA

2020-04-01

2024-05-30

Juno Therapeutics, Inc.

Autologous peripheral blood T cells CD4 and CD8 selected and CD3 and CD28 activated transduced with retroviral vector expressing anti CD19 CD28/CD3-zeta chimeric antigen receptor and cultured [Tecartus]

cell therapies

EMA

2019-11-13

2020-12-15

Kite Pharma EU B.V.

allogeneic gene edited CD20-directed CAR (Chimeric Antigen Receptor) T cells

cell therapies

FDA

2019-09-11

Precision BioSciences, Inc.

parsaclisib

small molecules

FDA

2019-06-12

Incyte Corporation

Fully human immunoglobulin G1 monoclonal antibody that targets CD32b

antibodies

FDA

2019-01-29

BioInvent International AB

Venetoclax [Venclyxto]

small molecules

EMA

2017-12-12

Abbvie Deutschland GmbH & Co. KG

venetoclax

small molecules

FDA

2017-08-31

AbbVie Inc.

Humanized monoclonal immunoglobulin G1 antibody directed against human CD19 conjugated to SG3199 through a protease cleavable valine-alanine linker

antibodies

FDA

2017-06-08

ADC Therapeutics SA

7-benzyl-4-(2-methylbenzyl)-1,2,6,7,8,9-hexahydroimidazo[1,2-a]pyrido[3,4-e]pyrimidin-5(4H)-one-2HCL

small molecules

FDA

2017-02-07

Chimerix, Inc.

zanubrutinib [BRUKINSA]

small molecules

FDA

2016-06-23

2019-11-14

BeOne Medicines USA, Inc.

brexucabtagene autoleucel [TECARTUS™]

cell therapies

FDA

2016-04-28

2020-07-24

Kite Pharma, Inc.

Acalabrutinib

small molecules

EMA

2016-03-21

Acerta Pharma B.V.

Axicabtagene ciloleucel [Yescarta]

cell therapies

EMA

2015-10-09

Kite Pharma EU B.V.

acalabrutinib [CALQUENCE]

small molecules

FDA

2015-09-21

2017-10-31

Acerta Pharma, LLC (a member of the AstraZeneca Group)

daratumumab

antibodies

FDA

2015-08-20

Janssen Research & Development, LLC

triterpenoid saponin

small molecules

FDA

2014-07-23

Avicin Therapeutics, Ltd.

Ibrutinib [Imbruvica]

small molecules

EMA

2013-03-12

Janssen Cilag International

ibrutinib [Imbruvica]

small molecules

FDA

2012-12-03

2013-11-13

Pharmacyclics, LLC

DNA plasmid vector expressing eIF5Ak50R protein, siRNA directed against the native eIF5A mRNA, and PEI (polyethyleneimine)

gene therapies

FDA

2012-07-24

Senesco Technologies, Inc.

bortezomib [Velcade]

small molecules

FDA

2012-05-30

2006-12-08

Takeda Pharmaceuticals U.S.A., Inc.

Lenalidomide [Revlimid]

small molecules

EMA

2011-10-27

Celgene Europe B.V.

Autologous tumor-derived immunoglobulin idiotype coupled to keyhole limpet haemocyanin

vaccines

EMA

2011-02-23

Biovest Europe Limited

Niraparib tosilate monohydrate [MK-4827]

small molecules

EMA

2010-10-01

Tesaro UK Limited

dasiprotimut-T

vaccines

FDA

2010-06-17

Biovest International, Inc.

lenalidomide [Revlimid]

small molecules

FDA

2009-04-27

2013-06-05

Celgene Corporation

Temsirolimus [Torisel]

small molecules

EMA

2006-11-06

Pfizer Europe MA EEIG

Recombinant histidine-tagged idiotype immunoglobulin Fab fragment of clonal B-cell receptors

proteins

EMA

2004-12-21

CellGenix GmbH

Blinatumomab

antibodies

EMA

2003-12-01

Amgen Europe B.V.

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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.