AI Drug Discovery for Pharma and Biotech

Drug discovery

18

drugs

With orphan designations

Overview

Limited Systemic Sclerosis (SSc) is a subtype of systemic sclerosis characterized by skin fibrosis restricted to distal extremities and face, often presenting as CREST syndrome (calcinosis, Raynaud’s phenomenon, esophageal dysmotility, sclerodactyly, telangiectasia). It features slow progression but is frequently complicated by pulmonary hypertension, with preserved survival compared to diffuse SSc [1][6][16][19].

Population

  • Predominantly affects women (4:1 female-to-male ratio) and individuals aged 40–50 years at diagnosis [7][12].

  • More common in White and Asian populations compared to African Americans, who often develop diffuse SSc [7][12][17].

Burden

  • Economic: Annual healthcare costs exceed controls by ~$12,820, driven by frequent hospitalizations and specialty care [4][9].

  • Morbidity: Skin fibrosis, digital ulcers, and pulmonary hypertension impair quality of life; 30% develop interstitial lung disease [5][14][16].

  • Survival: 10-year survival is 84–92%, but pulmonary hypertension reduces 3-year survival to 50% [1][6][19].

Therapies

  • Vasodilation: Calcium channel blockers (e.g., nifedipine) for Raynaud’s; endothelin receptor antagonists (e.g., bosentan) or PDE5 inhibitors (e.g., sildenafil) for pulmonary hypertension [1][3][18].

  • Symptom management: PPIs for gastroesophageal reflux, immunosuppressants (e.g., methotrexate) for early skin involvement, and annual echocardiography/pulmonary function tests for complication monitoring [1][6][16].

  • Emerging therapies: Rituximab (anti-CD20) and tocilizumab (anti-IL6) show promise in early trials for fibrosis and lung dysfunction [3][13].

Categories: rare cardiac diseases, rare renal diseases, rare respiratory diseases, rare skin diseases, rare systemic and rheumatological diseases, rare systemic or rheumatologic diseases of childhood, rare transplant-related disorders

Research Papers

758 drug discovery papers about Limited systemic sclerosis, with 2 first-in-class and 18 next-in-class emerging drug candidates forecasted to outperform the average preclinical success rate. Recent publications:

758 drug discovery papers about Limited systemic sclerosis, with 2 first-in-class and 18 next-in-class emerging drug candidates forecasted to outperform the average preclinical success rate. Recent publications:

2026-07-12 | Integrating palliative care principles into systemic sclerosis management.

Systemic sclerosis (SSc) is a chronic multisystem autoimmune disease characterized by significant symptom burden, functional impairment, and reduced quality of life, even with advances in disease-directed therapies. This structured narrative review examines the potential role of integrating palliative care (PC) principles into multidisciplinary SSc management. A structured narrative review was conducted using literature identified in the PubMed/MEDLINE, Scopus, Web of Science, and DOAJ databases. Studies addressing supportive care, symptom management, rehabilitation, advance care planning (ACP), multidisciplinary care, and palliative-oriented interventions in SSc were reviewed and narratively synthesized. The available evidence suggests that palliative-oriented approaches may address unmet needs related to symptom burden, psychosocial distress, functional decline, and patient-centered outcomes in SSc. Interventions such as rehabilitation, hand and orofacial therapy, psychosocial support, nutritional management, pulmonary rehabilitation, and ACP, may improve quality of life and functional well-being when integrated with disease-directed treatment. However, most evidence is limited, heterogeneous, and primarily observational. The integration of PC principles into SSc management may serve as a valuable supportive strategy throughout the disease course, rather than being restricted to end-stage disease. Further prospective multidisciplinary studies are necessary to define optimal implementation strategies and patient-centered outcomes.

Open article ↗



2026-06-30 | Rethinking immunosuppression in limited cutaneous systemic sclerosis. The lcSSc conundrum; pros and cons for a timely immunosuppressive treatment.

The use of immunosuppressants (IS) has dramatically changed the management of autoimmune diseases. In systemic sclerosis (SSc), randomized controlled trials and international recommendations support IS use in patients with rapidly progressive diffuse disease or interstitial lung disease (ILD). However, their role in the limited cutaneous systemic sclerosis (lcSSc) subset remains controversial. This article discusses arguments both in favor of and against the use of IS in lcSSc, integrating clinical evidence, pathophysiological insights, and registry data, while acknowledging the limitations inherent to observational findings. Overall, the available evidence suggests that reliance on skin subset classification alone may be insufficient to guide treatment decisions, and highlights the potential value of more refined, biology-informed approaches. However, further prospective validation is required before such strategies can be translated into clinical practice.

Open article ↗



2026-06-22 | Pruritus associated with systemic sclerosis: a systematic review of treatment-based clinical trials.

This paper aims to examine the latest research on treatments for itch (pruritus) in people with systemic sclerosis (SSc), identify areas where information is lacking, and propose suggestions for future studies.A comprehensive literature search was performed in PubMed and Scopus in accordance with the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines to identify studies evaluating therapeutic interventions for pruritus in SSc. Eligible studies included randomized controlled trials, cohort studies, and case series comprising a minimum of three patients. Data extraction encompassed study design, patient demographics, pruritus assessment instruments including validated and non-validated measures, and clinical outcomes. Studies were excluded if they concerned localized scleroderma, irrelevant populations, case reports, systematic reviews, lacking relevant outcome data, or incomplete trials. Ten studies met criteria, evaluating immunomodulatory agents, mast cell stabilizers, opioid receptor antagonist, and lysophosphatidic acid receptor antagonists. Pruritus assessment varied and was often secondary to fibrosis outcomes. Oral lenabasum improved pruritus in a phase II trial; low-dose opioid receptor modulators and rituximab also showed qualitative improvement. Pruritus is a frequently overlooked yet clinically significant symptom in systemic sclerosis (SSc) that negatively impacts patients' quality of life. Existing evidence regarding effective therapeutic options remains limited. Future research should prioritize pruritus as a predefined outcome and utilize validated assessment instruments to inform treatment strategies and enhance patient quality of life.

Open article ↗



2026-07-12 | Integrating palliative care principles into systemic sclerosis management.

Systemic sclerosis (SSc) is a chronic multisystem autoimmune disease characterized by significant symptom burden, functional impairment, and reduced quality of life, even with advances in disease-directed therapies. This structured narrative review examines the potential role of integrating palliative care (PC) principles into multidisciplinary SSc management. A structured narrative review was conducted using literature identified in the PubMed/MEDLINE, Scopus, Web of Science, and DOAJ databases. Studies addressing supportive care, symptom management, rehabilitation, advance care planning (ACP), multidisciplinary care, and palliative-oriented interventions in SSc were reviewed and narratively synthesized. The available evidence suggests that palliative-oriented approaches may address unmet needs related to symptom burden, psychosocial distress, functional decline, and patient-centered outcomes in SSc. Interventions such as rehabilitation, hand and orofacial therapy, psychosocial support, nutritional management, pulmonary rehabilitation, and ACP, may improve quality of life and functional well-being when integrated with disease-directed treatment. However, most evidence is limited, heterogeneous, and primarily observational. The integration of PC principles into SSc management may serve as a valuable supportive strategy throughout the disease course, rather than being restricted to end-stage disease. Further prospective multidisciplinary studies are necessary to define optimal implementation strategies and patient-centered outcomes.

Open article ↗



2026-06-30 | Rethinking immunosuppression in limited cutaneous systemic sclerosis. The lcSSc conundrum; pros and cons for a timely immunosuppressive treatment.

The use of immunosuppressants (IS) has dramatically changed the management of autoimmune diseases. In systemic sclerosis (SSc), randomized controlled trials and international recommendations support IS use in patients with rapidly progressive diffuse disease or interstitial lung disease (ILD). However, their role in the limited cutaneous systemic sclerosis (lcSSc) subset remains controversial. This article discusses arguments both in favor of and against the use of IS in lcSSc, integrating clinical evidence, pathophysiological insights, and registry data, while acknowledging the limitations inherent to observational findings. Overall, the available evidence suggests that reliance on skin subset classification alone may be insufficient to guide treatment decisions, and highlights the potential value of more refined, biology-informed approaches. However, further prospective validation is required before such strategies can be translated into clinical practice.

Open article ↗



2026-06-22 | Pruritus associated with systemic sclerosis: a systematic review of treatment-based clinical trials.

This paper aims to examine the latest research on treatments for itch (pruritus) in people with systemic sclerosis (SSc), identify areas where information is lacking, and propose suggestions for future studies.A comprehensive literature search was performed in PubMed and Scopus in accordance with the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines to identify studies evaluating therapeutic interventions for pruritus in SSc. Eligible studies included randomized controlled trials, cohort studies, and case series comprising a minimum of three patients. Data extraction encompassed study design, patient demographics, pruritus assessment instruments including validated and non-validated measures, and clinical outcomes. Studies were excluded if they concerned localized scleroderma, irrelevant populations, case reports, systematic reviews, lacking relevant outcome data, or incomplete trials. Ten studies met criteria, evaluating immunomodulatory agents, mast cell stabilizers, opioid receptor antagonist, and lysophosphatidic acid receptor antagonists. Pruritus assessment varied and was often secondary to fibrosis outcomes. Oral lenabasum improved pruritus in a phase II trial; low-dose opioid receptor modulators and rituximab also showed qualitative improvement. Pruritus is a frequently overlooked yet clinically significant symptom in systemic sclerosis (SSc) that negatively impacts patients' quality of life. Existing evidence regarding effective therapeutic options remains limited. Future research should prioritize pruritus as a predefined outcome and utilize validated assessment instruments to inform treatment strategies and enhance patient quality of life.

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

18 orphan drug designations for Limited systemic sclerosis.

18 orphan drug designations for Limited systemic sclerosis.

Drug

Therapy type

Regulator

Orphan designation

Approval

Sponsor

2-[1-(3-{6-[(1E)-(hydroxyimino)methyl]-5-methyl-4-oxo-7-propyl-3H,4H-pyrrolo[2,1-f][1,2,4]triazin-2-yl}-4-propoxybenzenesulfonyl)piperidin-4-yl]ethyl nitrate

small molecules

FDA

2025-08-11

Topadur Pharma AG

Iloprost

small molecules

EMA

2025-06-20

MWB Consulting

artesunate

small molecules

FDA

2025-01-31

Artasome Therapeutics, LLC

Avenciguat

small molecules

EMA

2024-11-11

Boehringer Ingelheim International GmbH

anti-ephrinB2 humanized IgG1 monoclonal antibody

antibodies

FDA

2024-10-18

Mediar Therapeutics, Inc.

autologous anti-CD19 CAR T cell immunotherapy

cell therapies

FDA

2024-09-20

Kyverna Therapeutics, Inc.

Ziritaxestat

small molecules

EMA

2020-01-09

Lakefront Biotherapeutics

Romilkimab

antibodies

EMA

2020-01-09

Sanofi-Aventis Groupe

Lenabasum

small molecules

EMA

2017-01-12

Pharma Gateway AB

Nintedanib esylate [Ofev]

small molecules

EMA

2016-08-29

Boehringer Ingelheim International GmbH

Autologous adipose tissue-derived stromal vascular fraction

cell therapies

EMA

2016-04-28

Scendea (NL) B.V.

Lanifibranor [IVA 337]

small molecules

EMA

2014-11-19

Inventiva S.A.S.

Riociguat [Adempas]

small molecules

EMA

2014-07-29

Bayer AG

Terguride

small molecules

EMA

2013-02-08

[INACTIVE] High Tech Participations GmbH

TERGURIDE HYDROGENMALEATE

small molecules

EMA

2013-01-24

Medac Gesellschaft für klinische Spezialpräparate mbH

Pomalidomide [Imnovid]

small molecules

EMA

2012-04-26

Celgene Europe Limited

Metelimumab

antibodies

EMA

2002-02-04

[INACTIVE] Sanofi B.V.

Halofuginone hydrobromide

small molecules

EMA

2001-12-11

PPD Global Limited

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.

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.