AI Drug Discovery for Pharma and Biotech

Drug discovery

26

drugs

With orphan designations

Overview

AL amyloidosis is a systemic disorder caused by misfolded immunoglobulin light chains produced by clonal plasma cells, leading to progressive organ dysfunction. Cardiac and renal involvement are most common, with advanced cardiac disease conferring high mortality. Diagnosis relies on monoclonal protein detection, tissue biopsy with Congo red staining, and mass spectrometry. Treatment targets plasma cell clones to suppress toxic light chain production, combined with organ-supportive care [1][4][6][10].

Population

Annual incidence 8–15 cases per million, median age at diagnosis 63 years, with male predominance (55%). Rarely occurs before age 40 [2][4][7][16].

Burden

Untreated advanced cardiac involvement has median survival <6 months. Prevalence rising to 40–58 cases per million due to improved diagnostics. Causes 7.4% inpatient mortality and frequent cardiovascular/renal hospitalizations [1][7][9][12].

Therapies

  • First-line: Daratumumab + bortezomib/cyclophosphamide/dexamethasone (Dara-CyBorD) [6]

  • Stem cell transplantation for eligible patients (20% of cases) [1][5]

  • Risk-adapted regimens using proteasome inhibitors, alkylators, or immunomodulatory drugs [1][3][6]

Categories: rare cardiac diseases, rare hematological diseases, rare neoplastic diseases, rare neurological diseases, rare renal diseases, rare systemic and rheumatological diseases, rare transplant-related disorders

Research Papers

1,605 drug discovery papers about AL amyloidosis, with 2 first-in-class and 20 next-in-class emerging drug candidates forecasted to outperform the average preclinical success rate. Recent publications:

1,605 drug discovery papers about AL amyloidosis, with 2 first-in-class and 20 next-in-class emerging drug candidates forecasted to outperform the average preclinical success rate. Recent publications:

2026-07-11 | Pulmonary coexistence of immunoglobulin light chain amyloidosis and light chain deposition disease: A case report.

We report the case of a 73-year-old woman with diffuse pulmonary cysts and multiple nodules incidentally detected during the follow-up for chronic liver disease. High-resolution computed tomography revealed numerous thin-walled cysts, predominantly in the lower lobes, with randomly distributed nodules. Pathological evaluation of the surgical lung biopsy specimens revealed nodular deposits of eosinophilic, amorphous material with peribronchiolar lymphoplasmacytic inflammation and identified pulmonary mucosa-associated lymphoid tissue lymphoma. Congo red staining revealed coexisting positive and negative foci within a single nodule, whereas immunohistochemistry showed kappa (κ) light chain positivity in both. Laser microdissection with liquid chromatography-tandem mass spectrometry identified a κ light chain dominant signature with amyloid signature proteins in the Congo red-positive region, consistent with immunoglobulin light chain amyloidosis (AL) κ-type, and abundant κ light chain peptides without amyloid signature proteins in the Congo red-negative region, consistent with non-amyloid κ light chain deposition. Systemic evaluation revealed no extrapulmonary amyloid or light-chain deposition, whereas Sjögren disease was confirmed by serological testing and minor salivary gland histology. The patient was managed conservatively with surveillance and remained clinically and radiographically stable without disease progression for approximately 1 year. Pulmonary AL and light-chain deposition are rare lung disorders, and pathologically proven pulmonary coexistence is rare. This case may help delineate the clinicopathological features of pulmonary monoclonal light chain deposition disorders.

Open article ↗



2026-07-08 | Clinicopathologic characterization of plasma cell neoplasms with IGH::CCND3.

Plasma cell neoplasms (PCNs) harboring IGH::CCND3 (t(6;14)) are rare (<1% of PCNs). We sought to study these cases, as they have not been studied as a distinct entity, and their clinicopathologic features are not well characterized. Cytogenetics databases were searched for positive IGH::CCND3 interphase fluorescence in situ hybridization (FISH) results in plasma cell neoplasms. We analyzed the clinical, morphologic, immunophenotypic, and cytogenetic features of these cases and evaluated the utility of cyclin D3 immunohistochemistry (IHC) for identifying these neoplasms. Sixteen patients were identified, presenting with multiple myeloma (n = 9), monoclonal gammopathy of undetermined significance (n = 3), smoldering myeloma (n = 2), plasma cell leukemia (n = 1), and amyloid light chain amyloidosis (n = 1). Median age at diagnosis was 68.9 years. Most cases showed lymphoplasmacytoid morphology (63%, 10/16), with frequent CD20 expression (53%, 8/15) and aberrant expression of CD56 (71%, 10/14) and CD117 (69%, 9/13). Monosomy 13 was the most frequent concurrent cytogenetic abnormality (50%, 7/14). Cyclin D3 IHC showed nuclear expression in plasma cells in all tested patients (11/11). Background erythroid precursors and megakaryocytes also showed variable positivity. When performed as a dual immunostain with CD138, cyclin D3 served as a highly sensitive and specific method for detecting these neoplastic plasma cells. IGH::CCND3 PCNs frequently exhibit lymphoplasmacytoid features and CD20 expression, resembling the more common t(11;14) PCNs. Cyclin D3 IHC is an effective surrogate for the t(6;14) translocation in PCNs. We recommend using cyclin D3 IHC in the workup of PCNs with lymphoplasmacytoid morphology but negative cyclin D1 to appropriately trigger reflex FISH testing in positive cases and rescue them from the "partner-negative" category.

Open article ↗



2026-07-01 | Waldenström macroglobulinemia-associated renal AL amyloidosis: a case report and literature review.

Waldenström macroglobulinemia (WM) is a rare indolent B-cell lymphoma, characterized by lymphoplasmacytic infiltration of bone marrow and the existence of monoclonal IgM in circulation. Renal AL amyloidosis is an uncommon complication of WM, and its treatment is an enormous challenge to clinicians. This report describes a 71-year-old woman who presented with a 10-month history of recurrent bilateral lower extremity edema and a progressive fatigue. Physical and laboratory examinations revealed serum monoclonal IgMλ, nephrotic syndrome, moderate anemia and mild enlargement of bilateral inguinal superficial lymph nodes. Bone marrow aspiration demonstrated clonal lymphoplasmacytic infiltration, lymph node biopsy was consistent with lymphoplasmacytic lymphoma, and peripheral blood testing confirmed the presence of the MYD88 L265P mutation. Renal biopsy confirmed the diagnosis of renal AL amyloidosis, evidenced by Congo red-positive amorphous deposits with λ light chain restriction in glomeruli, interstitium, and small arterial walls. Following multidisciplinary consultation, the patient was treated with the bendamustine plus rituximab (BR) regimen. After three cycles, the patient achieved partial hematologic response (serum IgM levels decreased from 23.7 g/L to 7.1 g/L) with slight improvement of proteinuria (urine protein excretion decreased from 18.2 g/d to 15.0 g/d). However, during the subsequent treatment, the patient developed a severe pulmonary infection that led to death. This case underscores two critical points: First, patients with WM should be routinely tested for serum and urine monoclonal free light chains, as they can exist in WM at a high proportion and can independently induce monoclonal gammopathy-associated renal diseases, including renal amyloidosis. Second, for WM patients with renal AL amyloidosis, choosing BR regimen as the first-line treatment is reasonable. However, during the treatment process, it is essential to closely monitor and actively prevent the adverse effects of this regimen, particularly severe infections which may have fatal consequences.

Open article ↗



2026-07-11 | Pulmonary coexistence of immunoglobulin light chain amyloidosis and light chain deposition disease: A case report.

We report the case of a 73-year-old woman with diffuse pulmonary cysts and multiple nodules incidentally detected during the follow-up for chronic liver disease. High-resolution computed tomography revealed numerous thin-walled cysts, predominantly in the lower lobes, with randomly distributed nodules. Pathological evaluation of the surgical lung biopsy specimens revealed nodular deposits of eosinophilic, amorphous material with peribronchiolar lymphoplasmacytic inflammation and identified pulmonary mucosa-associated lymphoid tissue lymphoma. Congo red staining revealed coexisting positive and negative foci within a single nodule, whereas immunohistochemistry showed kappa (κ) light chain positivity in both. Laser microdissection with liquid chromatography-tandem mass spectrometry identified a κ light chain dominant signature with amyloid signature proteins in the Congo red-positive region, consistent with immunoglobulin light chain amyloidosis (AL) κ-type, and abundant κ light chain peptides without amyloid signature proteins in the Congo red-negative region, consistent with non-amyloid κ light chain deposition. Systemic evaluation revealed no extrapulmonary amyloid or light-chain deposition, whereas Sjögren disease was confirmed by serological testing and minor salivary gland histology. The patient was managed conservatively with surveillance and remained clinically and radiographically stable without disease progression for approximately 1 year. Pulmonary AL and light-chain deposition are rare lung disorders, and pathologically proven pulmonary coexistence is rare. This case may help delineate the clinicopathological features of pulmonary monoclonal light chain deposition disorders.

Open article ↗



2026-07-08 | Clinicopathologic characterization of plasma cell neoplasms with IGH::CCND3.

Plasma cell neoplasms (PCNs) harboring IGH::CCND3 (t(6;14)) are rare (<1% of PCNs). We sought to study these cases, as they have not been studied as a distinct entity, and their clinicopathologic features are not well characterized. Cytogenetics databases were searched for positive IGH::CCND3 interphase fluorescence in situ hybridization (FISH) results in plasma cell neoplasms. We analyzed the clinical, morphologic, immunophenotypic, and cytogenetic features of these cases and evaluated the utility of cyclin D3 immunohistochemistry (IHC) for identifying these neoplasms. Sixteen patients were identified, presenting with multiple myeloma (n = 9), monoclonal gammopathy of undetermined significance (n = 3), smoldering myeloma (n = 2), plasma cell leukemia (n = 1), and amyloid light chain amyloidosis (n = 1). Median age at diagnosis was 68.9 years. Most cases showed lymphoplasmacytoid morphology (63%, 10/16), with frequent CD20 expression (53%, 8/15) and aberrant expression of CD56 (71%, 10/14) and CD117 (69%, 9/13). Monosomy 13 was the most frequent concurrent cytogenetic abnormality (50%, 7/14). Cyclin D3 IHC showed nuclear expression in plasma cells in all tested patients (11/11). Background erythroid precursors and megakaryocytes also showed variable positivity. When performed as a dual immunostain with CD138, cyclin D3 served as a highly sensitive and specific method for detecting these neoplastic plasma cells. IGH::CCND3 PCNs frequently exhibit lymphoplasmacytoid features and CD20 expression, resembling the more common t(11;14) PCNs. Cyclin D3 IHC is an effective surrogate for the t(6;14) translocation in PCNs. We recommend using cyclin D3 IHC in the workup of PCNs with lymphoplasmacytoid morphology but negative cyclin D1 to appropriately trigger reflex FISH testing in positive cases and rescue them from the "partner-negative" category.

Open article ↗



2026-07-01 | Waldenström macroglobulinemia-associated renal AL amyloidosis: a case report and literature review.

Waldenström macroglobulinemia (WM) is a rare indolent B-cell lymphoma, characterized by lymphoplasmacytic infiltration of bone marrow and the existence of monoclonal IgM in circulation. Renal AL amyloidosis is an uncommon complication of WM, and its treatment is an enormous challenge to clinicians. This report describes a 71-year-old woman who presented with a 10-month history of recurrent bilateral lower extremity edema and a progressive fatigue. Physical and laboratory examinations revealed serum monoclonal IgMλ, nephrotic syndrome, moderate anemia and mild enlargement of bilateral inguinal superficial lymph nodes. Bone marrow aspiration demonstrated clonal lymphoplasmacytic infiltration, lymph node biopsy was consistent with lymphoplasmacytic lymphoma, and peripheral blood testing confirmed the presence of the MYD88 L265P mutation. Renal biopsy confirmed the diagnosis of renal AL amyloidosis, evidenced by Congo red-positive amorphous deposits with λ light chain restriction in glomeruli, interstitium, and small arterial walls. Following multidisciplinary consultation, the patient was treated with the bendamustine plus rituximab (BR) regimen. After three cycles, the patient achieved partial hematologic response (serum IgM levels decreased from 23.7 g/L to 7.1 g/L) with slight improvement of proteinuria (urine protein excretion decreased from 18.2 g/d to 15.0 g/d). However, during the subsequent treatment, the patient developed a severe pulmonary infection that led to death. This case underscores two critical points: First, patients with WM should be routinely tested for serum and urine monoclonal free light chains, as they can exist in WM at a high proportion and can independently induce monoclonal gammopathy-associated renal diseases, including renal amyloidosis. Second, for WM patients with renal AL amyloidosis, choosing BR regimen as the first-line treatment is reasonable. However, during the treatment process, it is essential to closely monitor and actively prevent the adverse effects of this regimen, particularly severe infections which may have fatal consequences.

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

26 orphan drug designations for AL amyloidosis, including 2 approved therapies.

26 orphan drug designations for AL amyloidosis, including 2 approved therapies.

Drug

Therapy type

Regulator

Orphan designation

Approval

Sponsor

zamubafusp alfa

proteins

FDA

2026-06-01

Attralus, Inc.

revlucabtagene autoleucel

cell therapies

FDA

2025-12-02

Nexcella, Inc.

Humanised IgG1 monoclonal antibody against misfolded immunoglobulin G, fused with pan-amyloid-reactive peptide p5R

antibodies

EMA

2024-08-21

Raremoon Consulting Esp S.L.

Autologous CD3-positive T-cells expressing a chimeric antigen receptor against B cell maturation agent

cell therapies

EMA

2024-02-19

Raremoon Consulting Esp S.L.

Bortezomib

small molecules

EMA

2023-11-08

Accord Healthcare S.L.

Autologous T cells expressing anti-B cell maturation agent chimeric antigen receptor

cell therapies

FDA

2023-09-19

Nexcella, Inc.

Iodine (I124) evuzamitide

small molecules

FDA

2022-11-14

Attralus, Inc.

Iodine (124I) evuzamitide

proteins

EMA

2022-11-10

Raremoon Consulting Esp S.L.

daratumumab and hyaluronidase-fihj [Darzalex Faspro]

antibodies

FDA

2020-10-06

2021-01-15

Janssen Research & Development, LLC

Florbetaben (18F)

small molecules

EMA

2020-04-22

Life Molecular Imaging GmbH

florbetaben F18

small molecules

FDA

2020-04-07

Lantheus Biosciences Ltd.

Chimeric fibril-reactive IgG1k monoclonal antibody 11-1F4

antibodies

EMA

2019-11-13

Alexion Europe S.A.S.

Daratumumab [Darzalex]

antibodies

EMA

2018-05-25

2021-06-23

Janssen-Cilag International NV

daratumumab

antibodies

FDA

2017-09-05

Janssen Research & Development, LLC

carboxy pyrrolidine hexanoyl pyrrolidine carboxylate

small molecules

FDA

2015-02-10

Glaxo Group Limited, England d/b/a GlaxoSmithKline

recombinant monoclonal antibody to human serum amyloid P component

antibodies

FDA

2015-02-10

Glaxo Group Limited, England d/b/a GlaxoSmithKline

N-(3,4-dihydroxyphenyl)-3,4-dihydroxybenzamide

small molecules

FDA

2014-10-15

ProtaMed, Inc.

Miridesap [GSK2315698]

small molecules

EMA

2014-07-29

Glaxosmithkline Trading Services Limited

Dezamizumab [GSK2398852]

antibodies

EMA

2014-07-29

Glaxosmithkline Trading Services Limited

Revusiran

RNAs

EMA

2014-04-29

Alnylam UK Limited

Humanised IgG1 kappa antibody against serum amyloid A and AL amyloid

antibodies

EMA

2013-02-08

Prothena Biosciences Limited

Ixazomib citrate [Ninlaro]

small molecules

EMA

2012-11-08

Takeda Pharma A/S

2,2'-{2-[1R)-1-({[(2,5-dichlorobenzoyl)amino]acetyl}amino)-3-methylbutyl]-5-oxo-1,3,2-dioxaborolane-4,4-diyl}diacetic acid (ixazomib citrate)

small molecules

FDA

2012-03-09

Millennium Pharmaceuticals, Inc.

monoclonal antibody 11-1F4

antibodies

FDA

2009-12-11

Caelum Biosciences, Inc.

Tafamidis meglumine [Vyndaqel]

small molecules

EMA

2006-08-28

Pfizer Europe MA EEIG

Iodine (123I) serum amyloid P component [Amysap]

proteins

EMA

2003-02-14

[INACTIVE] Laboratoire Francais Du Fractionnement Et Des Biotechnologies

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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.