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Lonza's Synaffix Collaborates With BigHat Biosciences on the Development of a Machine Learning-Designed ADC

Lonza's Synaffix Collaborates With BigHat Biosciences on the Development of a Machine Learning-Designed ADC

龍沙的Synaffix與BigHat Biosciences合作開發機器學習設計的ADC。
PR Newswire ·  11/04 08:00
  • Commercial license to Synaffix technologies follows a series of successful initial preclinical proof of concept studies
  • Collaboration underscores Lonza's commitment to helping customers deliver innovative new therapies to patients by offering a comprehensive service offering for differentiated ADCs
  • BigHat's artificial intelligence (AI)/machine learning (ML)-powered antibody design platform, Milliner was used to design a highly differentiated antibody that was paired with Synaffix's GlycoConnect, HydraSpace and toxSYN ADC technologies to generate a next-gen ADC
  • mersana therapeutics商用許可證隨成功的首次臨床概念驗證研究一系列報道
  • 合作強調龍沙幫助客戶交付創新療法的承諾,提供差異化ADC的綜合服務方案
  • BigHat的人工智能(AI)/機器學習(ML)驅動的抗體設計平台Milliner被用於設計與mersana therapeutics的GlycoConnect、HydraSpace和toxSYN ADC技術相配的高度差異化抗體,以生成下一代ADC

AMSTERDAM and BASEL, Switzerland, Nov. 4, 2024 /PRNewswire/ -- Synaffix B.V. ("Synaffix"), a Lonza company (SWX: LONN) focused on commercializing its clinical-stage platform technology for the development of antibody-drug conjugates (ADCs) with best-in-class therapeutic index, today announced that it has licensed its ADC technology to BigHat Biosciences, Inc. ("BigHat"). BigHat will combine Synaffix technology with its world-class ML antibody design platform for the development of a new ADC pipeline program.

2024年11月4日,阿姆斯特丹和瑞士巴塞爾- Synaffix b.V.("Synaffix"),龍沙公司(SWX:LONN)致力於商業化其臨床階段平台技術,用於開發具有最佳治療指數的抗體藥物共軛物(ADCs)。今天宣佈,已將其ADC技術許可給BigHat Biosciences, Inc.("BigHat")。BigHat將結合Synaffix技術和其世界一流的ML抗體設計平台,開發新的ADC管線項目。

Under the terms of the agreement, BigHat will receive target-specific access to Synaffix's late-clinical stage, site-specific ADC technology platform, which enables the transformation of antibodies into proprietary, best-in-class ADC products. As a result of Lonza's acquisition of Synaffix in June 2023, BigHat will also gain access to Lonza's end-to-end ADC offering. This DNA-to-IND offering enables drug developers to seamlessly receive all necessary cGMP/non-cGMP ADC batches leading up to the first clinical trial under a single quality system encompassing all critical development and manufacturing activities, including the production of the antibody, bioconjugation, and drug product filling.

根據協議條款,BigHat將獲得針對特定靶點的訪問權,以使用Synaffix的晚期臨床階段、位點特異性ADC技術平台,該平台可將抗體轉化爲獨有的、最佳的ADC產品。由於龍沙於2023年6月收購了Synaffix,BigHat還將獲得對龍沙端到端的ADC提供支持。此DNA到IND服務使藥物開發人員可以接收所有必要的cGMP/非cGMP ADC批次,直至第一臨床試驗,全部都在一個系統質量控制體系下,涵蓋所有關鍵的開發和製造活動,包括抗體生產、生物共軛和藥物產品灌裝。

BigHat's AI/ML-powered antibody design platform, Milliner, integrates a synthetic biology-based high-speed wet lab with state-of-the-art ML technologies into a full-stack antibody discovery and engineering platform, to engineer antibodies with more complex functions and better biophysical properties. This approach reduces the difficulty of designing antibodies and other therapeutic proteins to tackle conditions ranging from chronic illness to life-threatening disease, while also massively speeding up candidate discovery and validation.

BigHat的人工智能/機器學習驅動的抗體設計平台Milliner,將合成生物學爲基礎的高速溼實驗室與最先進的機器學習技術整合到全面的抗體發現和工程平台中,以設計具有更復雜功能和更好生物物理性能的抗體。這種方法減少了設計抗體和其他治療蛋白的難度,以應對從慢性疾病到危及生命的疾病等一系列疾病,同時極大地加快了候選藥物的發現和驗證。

The collaboration with Synaffix/Lonza is instrumental to advancing BigHat's next-gen ADC program, which is at IND-enabling stage and is on track to be BigHat's first clinical stage program. BigHat's next-gen ADC was optimized on BigHat's Milliner platform for maximum payload delivery to tumor cells and optimal drug-like-properties. The incorporation of Synaffix's GlycoConnect, HydraSpace and toxSYN ADC technologies is intended to further improve the safety and efficacy of Big Hat's next-gen ADC.

與Synaffix/Lonza的合作對於推動BigHat的下一代ADC計劃至關重要,該計劃正處於IND啓用階段,並按計劃成爲BigHat的第一個臨床階段項目。BigHat的下一代ADC在BigHat的Milliner平台上進行了優化,以最大限度地將藥物載荷輸送到腫瘤細胞,並具有最佳藥物樣性。Synaffix的GlycoConnect、HydraSpace和toxSYN ADC技術的引入旨在進一步提高BigHat下一代ADC的安全性和療效。

Peter van de Sande, Head of Synaffix, said: "The ADC space continues to develop and evolve, and our collaboration with BigHat exemplifies the continued strength and appeal of our best-in-class ADC technology. We are excited to be at the forefront of next-generation ADC R&D by joining forces with BigHat and its AI/ML-enabled antibody discovery and development platform, BigHat is the ideal partner for Synaffix to collaborate with. We look forward to supporting BigHat with every step in the ADC development and manufacturing process under the Lonza umbrella."

Synaffix負責人Peter van de Sande表示:「ADC領域仍在發展和演變,我們與BigHat的合作體現了我們一流ADC技術的持續實力和吸引力。通過與BigHat及其AI/ML啓用的抗體發現和開發平台聯手,我們激動地站在下一代ADC研發前沿。BigHat是Synaffix合作的理想夥伴。我們期待在Lonza的保護下,支持BigHat在ADC開發和製造過程的每一步。」

Jean-Christophe Hyvert, President, Biologics, Lonza, added: "We are pleased to announce this collaboration with BigHat for its next-gen ADC molecule, which shows how drug developers can benefit from a fully integrated suite of services across our Biologics division. The Lonza network has continued to adapt to the evolving ADC landscape, including the recent addition of a highly potent vial fill capability at our Stein (CH) facility. This dedicated ADC drug product capacity expansion completes our offer for comprehensive, end-to-end development and manufacturing services for ADCs, simplifying the path from DNA-to-IND and beyond for our customers."

Lonza生物製品總裁Jean-Christophe Hyvert補充道:「我們很高興與BigHat宣佈這一合作,共同爲其下一代ADC分子提供服務,展示了藥物開發者如何受益於我們生物製品部門的一套完全整合的服務。Lonza網絡持續適應不斷髮展的ADC景觀,包括最近在瑞士Stein工廠增設高效裝填瓶裝能力。這項專門的ADC藥品產能擴建完善了我們爲ADC提供全面端到端開發和製造服務的方案,爲客戶簡化了從DNA到IND及更遠路徑。」

Mark DePristo, CEO at BigHat Biosciences, commented: "BigHat is leveraging our AI-driven antibody design platform, Milliner, to develop advanced biologics that provide safer and more effective treatments for difficult-to-treat cancers. We are excited to combine Synaffix's conjugation and linker-payload technologies with our custom-designed antibody to create a next-generation ADC for patients with high unmet medical need."

BigHat生物科技首席執行官Mark DePristo評論道:「BigHat正在利用我們的AI驅動的抗體設計平台Milliner,開發提供更安全和更有效的治療方案用於難治性癌症的先進生物製品。我們很高興將Synaffix的偶聯和連接-藥物載荷技術與我們定製設計的抗體相結合,爲患有高度未滿足醫療需求的患者創造下一代ADC。」

About Synaffix

關於Synaffix

Synaffix B.V. is a biotechnology company that enables ADC product candidates using its clinical-stage, site-specific ADC technology platform based on GlycoConnect, HydraSpace and toxSYN technologies, that together enable any company with an antibody to develop proprietary best-in-class ADC products under a single license from Synaffix.

Synaffix b.V.是一家生物技術公司,利用其基於GlycoConnect、HydraSpace和toxSYN技術的臨床階段、特異性位點的ADC技術平台,使ADC產品候選者成爲可能。這些技術共同使得任何一家擁有抗體的公司都能在單一許可證下開發具有專利的最優ADC產品。

The Synaffix platform enables a rapid timeline to clinic due to the established supply chain of technology components. Synaffix holds granted patents to its technology. The business model of Synaffix is target-specific technology out-licensing, as exemplified through its existing deals with ADC Therapeutics, Mersana Therapeutics, Shanghai Miracogen (acquired by Lepu Biopharma), Innovent Biologics, Kyowa Kirin, Genmab, Macrogenics, Amgen, Hummingbird Biosciences, Chong Kun Dang Pharma, ABL Bio, and SOTIO Biotech.

Synaffix平台通過建立的技術元件供應鏈,實現快速走向臨床的時間表。Synaffix擁有對其技術的授予專利。Synaffix的業務模式是針對特定靶向技術的外部許可,例如通過其與ADC Therapeutics、Mersana Therapeutics、上海Miracogen(已被樂普生物醫藥收購)、信雅達生物、京都製藥、genmab、macrogenics、安進、Hummingbird Biosciences、康坤大藥廠、ABL生物和SOTIO生物等企業的現有交易所示。

Synaffix was fully acquired by Lonza in June 2023.

2023年6月,Synaffix被Lonza全面收購。

About The Synaffix ADC Platform Technology

關於Synaffix ADC平台技術

Synaffix's proprietary ADC technology platform consists of GlycoConnect, GlycoConnect High DAR Technology, HydraSpace, and toxSYN technologies. These technologies are aimed at enabling best-in-class ADCs from any antibody, with significantly enhanced efficacy and tolerability.

Synaffix的專有ADC技術平台包括GlycoConnect、GlycoConnect高DAR技術、HydraSpace和toxSYN技術。這些技術旨在從任何抗體中實現最優ADC,顯著提高療效和耐受性。

GlycoConnect clinical-stage conjugation technology exploits the native antibody glycan for site-specific and stable payload attachment and is tunable to DAR1, DAR2 or DAR4 formats. The extension of GlycoConnect with High DAR Technology enables ADCs with high drug loading (6, 8 and above), while retaining high drug substance homogeneity and therapeutic index. HydraSpace clinical-stage compact and highly polar spacer technology is designed to further enhance therapeutic index, particularly with hydrophobic payloads. toxSYN linker-payload platform spans key, validated MOAs for ADC product development. This includes potent topoisomerase 1 inhibitor (SYNtecan E), DNA damaging agents (SYNeamicin D, SYNeamicin G and SYN-PNU), ⍺-Microtubule (SYNtansine) and β-Microtubule (SYNstatin E and SYNstatin F) inhibitors as well as several unlaunched proprietary linker-payloads that were generated through the ongoing innovative efforts of the Synaffix R&D team.

GlycoConnect臨床階段偶聯技術利用天然抗體糖鏈進行特異性和穩定的荷載附着,能調整至DAR1、DAR2或DAR4格式。將GlycoConnect與高DAR技術擴展,可實現具有高藥物裝載量(6、8及以上)的ADC,同時保持高藥物物質均一性和治療指數。HydraSpace臨床階段緊湊而高極性的間距技術旨在進一步提高治療指數,特別是在使用疏水荷載時。toxSYN連接劑-荷載平台涵蓋了ADC產品開發的關鍵、經過驗證的MOAs。這包括有效的拓撲異構酶1抑制劑(SYNtecan E)、DNA損傷劑(SYNeamicin D、SYNeamicin G和SYN-PNU)、α-微管蛋白(SYNtansine)和β-微管蛋白(SYNstatin E和SYNstatin F)抑制劑,以及通過Synaffix研發團隊不斷創新努力生成的若干未發表的專有連接劑-荷載物。

The newest proprietary linker-payload, "SYN-PNU" is part of the established and expanding toxSYN linker-payload portfolio. SYN-PNU represents (based on pre-clinical models) a significantly potency-attenuated and better tolerated version of PNU-159,682, to enable enhanced administered dose levels and competitive therapeutic properties versus ADCs prepared using the original molecule. The reference compound (PNU-159,682) is metabolite of the anthracycline Nemorubicin and represents a highly potent DNA topoisomerase II inhibitor.

最新的專有連接劑-負載物"SYN-PNU" 是已建立和不斷擴展的toxSYN 連接-負載物組合中的一部分。 SYN-PNU代表(基於臨床前模型)是PNU-159,682的顯著效力衰減和更容忍版本,可實現增強的給藥劑量水平和競爭性治療特性,與使用原有分子製備的ADC相比。參考化合物(PNU-159,682)是蒽黴素Nemorubicin的代謝產物,代表了一種高效的DNA拓撲異構酶II抑制劑。

The combination of these three technologies provides developers with a "one stop" and easy-to-use ADC technology platform, allowing any antibody developer to develop its own proprietary ADC and any ADC developer to expand its pipeline further and increase its competitive position.

這三種技術的組合爲開發人員提供了一個"一站式"且易於使用的ADC技術平台,使任何抗體開發者都可以開發自己的專有ADC,任何ADC開發者都可以進一步拓展其管線並提高其競爭地位。

About Lonza

關於龍沙

Lonza is one of the world's largest healthcare manufacturing organizations. Working across five continents, our global community of around 18,000 colleagues helps pharmaceutical, biotech and nutrition companies to bring their treatments to market. United by our vision to bring any therapy to life, we support our customers with a combination of technological insight, world-class manufacturing, scientific expertise, process excellence and innovation. Our work enables our customers to develop and commercialize their therapeutic discoveries, allowing their patients to benefit from life-saving and life-enhancing treatments.

龍沙是全球最大的醫藥製造組織之一。在五大洲開展業務,我們的全球社區約有約18,000名同事,幫助藥品、生物技術和營養公司將他們的治療方案推向市場。我們的願景是將任何療法帶到現實生活中,藉助技術洞見、世界一流的製造、科學專長、流程卓越和創新,我們爲客戶提供支持。我們的工作使客戶能夠開發和商業化他們的治療發現,讓他們的患者受益於挽救生命和提高生活質量的治療。

Our business is structured to meet our customers' complex needs across four divisions: Biologics, Small Molecules, Cell & Gene, and Capsules & Health Ingredients. Our company generated sales of CHF 3.1 billion with a CORE EBITDA of CHF 893 million in Half-Year 2024. Find out more at

我們的業務結構旨在滿足客戶跨四個部門的複雜需求: 生物製品、小分子、細胞與基因、以及膠囊與健康成分。我公司在2024年半年實現了31億瑞士法郎的銷售額,核心EBITDA達到了89300萬瑞士法郎。欲了解更多信息,請訪問

Follow @Lonza on LinkedIn

在LinkedIn關注@龍沙

Follow @LonzaGroup on X

在X關注@龍沙集團

About BigHat Biosciences

關於BigHat Biosciences

BigHat Biosciences is a biotechnology company with an AI/ML-guided antibody discovery and development platform, capable of engineering antibodies with more complex functions and better biophysical properties. By using its ML-powered antibody design program to iteratively improve antibodies through sequential design-build-test cycles. The system measures the biophysical properties and impact on disease activity using cell-based or other functional assays, which replicate in vivo disease processes.

BigHat生物科技是一家生物技術公司,擁有AI/ML引導的抗體發現和開發平台,能夠通過更復雜的功能和更好的生物物理特性設計抗體。利用其ML驅動的抗體設計計劃,通過順序設計-構建-測試循環逐步改進抗體。該系統利用基於細胞或其他功能性分析的方式來測量生物物理特性,並評估對疾病活動的影響,這些分析可以複製體內疾病過程。

BigHat is a Series B biotech outside San Francisco with a team-oriented, inclusive, and family-friendly culture. Our pipeline of wholly-owned and partnered therapeutic programs focus on indications with high unmet need, such as cancer and inflammation. BigHat has raised over $100M from top investors, including Section 32, a16z, and 8VC. To learn more about us, visit and follow @BigHatBio on LinkedIn and Twitter.

BigHat是舊金山外一家B輪生物技術公司,擁有以團隊爲導向、包容和家庭友好文化。我們擁有完全擁有和合作的治療項目管線,重點關注癌症和炎症等高度未滿足需求的疾病。BigHat已向頂尖投資者籌集超過$10000萬,包括Section 32, a16z和8VC。欲了解更多信息,請訪問 ,並關注LinkedIn和Twitter上的@BigHatBio。

SOURCE Synaffix B.V.

資訊來源Synaffix b.V.

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