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Price return: ADAG and LUCD Historical recorded observations on the same scale. Missing metrics leave gaps. -106% -73% -40% -7% 26% 2021 2022 2023 2024 2025 2026
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↗ CONTEXT ATTACHED ADAG + LUCD Prices, financials and SEC filing evidence
Business overlap Businesses Fundamentals Methodology Similarity 22.5%
3 shared / 7 total tags How similar are their businesses? The score compares business activities in annual filings released in 2025. Core activities receive four times the weight of material activities. Industries that fewer companies share carry more weight.
Healthcare Oncology Technology
How we measure overlap ↗ The businesses behind the score
Industry overlap Filing-derived business activity overlap Counts of retained positive business classifications. Circle sizes do not encode the counts or the weighted similarity score. ADAG only 3 Shared 3 LUCD only 1 ADAG only · 3 BiotechnologyCore ↗ Filing evidence ImmunotherapyCore ↗ Filing evidence PharmaceuticalsCore ↗ Filing evidence Shared activities · 3 HealthcareADAG: Core · LUCD: Core ↗ Filing evidence OncologyADAG: Core · LUCD: Material ↗ Filing evidence TechnologyADAG: Material · LUCD: Material ↗ Filing evidence LUCD only · 1 Medical DevicesMaterial ↗ Filing evidence
Positive activities from the two selected annual filings. Expand each group to view all its activities, or use the complete table below. These are classification sets, not revenue shares. The weighted similarity score also accounts for exposure and how common each activity is. Show business activity table · 7 rows, 3 columns All 7 Shared 3 Different 4
Core activities receive full weight; material activities receive one quarter. Select a tag to read the filing evidence.
ADAG Core Annual filing released 2025-03-24 · GPT 6 Luna
See “Item 4 Information on the Company—PRC Regulation —Regulations on Foreign Exchange and Dividend Distribution” for detailed discussion.
For PRC and United States federal income tax consideration of an investment in the ADSs, see “Item 10. Additional Information—10.E. Taxation.”
4.B. Business Overview
OVERVIEW
We are a platform-driven, clinical-stage biotechnology company transforming the discovery and development of novel antibody-based cancer immunotherapies. We leverage computational biology to design and develop novel antibodies that address unmet patient needs. Powered by our proprietary Dynamic Precision Library (DPL) platform, which fuels our NEObody®, SAFEbody®, and POWERbody® technologies, we are developing a highly differentiated pipeline of novel immunotherapies. Our lead candidate is an anti-CTLA-4 SAFEbody, ADG126 (muzastotug), which is currently in phase 1b/2 development, and focused initially on metastatic microsatellite-stable (MSS) colorectal cancer (CRC). We also have a robust pipeline of earlier stage candidates that apply our NEObody and SAFEbody technologies to targets associated with toxicity challenges, including modalities with potent efficacy features, such as Fc-empowered antibodies (e.g., IgG1 isotype and its enhanced version) and bi/multispecific T-cell engagers. Additionally, we have forged strategic collaborations with reputable global partners that leverage our SAFEbody technology in multiple approaches at the vanguard of science.
86
Table of Contents Read the annual filing ↗ LUCD Core Annual filing released 2025-03-24 · GPT 6 Luna
We do not assume
any obligation to update any forward-looking statements, whether as a result of new information, future events or otherwise, except as
required by applicable law.
ii
Part I
Item 1. Business
Unless
the context otherwise requires, “we”, “us”, and “our”, the “Company”, “Lucid”
and “Lucid Diagnostics” refer to Lucid Diagnostics Inc. and its subsidiaries LucidDx Labs Inc. (“LucidDx Labs”)
and CapNostics, LLC (“CapNostics”).
Background and Overview
Lucid Diagnostics is a commercial-stage medical diagnostics technology company focused on the millions of patients with gastroesophageal reflux disease
(“GERD”), also known as chronic heartburn, acid reflux or simply reflux, who are at risk of developing esophageal precancer
and cancer, specifically highly lethal esophageal adenocarcinoma (“EAC”). Our EsoGuard commercialization
efforts span multiple channels including targeting primary care and GI physicians, who have generally embraced our message that EsoGuard
has the potential to expand the funnel of BE-EAC patients who will need long term EGD surveillance and, potentially, treatment with endoscopic
esophageal ablation.
To assure sufficient testing
capacity and geographic coverage, we have undertaken multiple ways for patients have access to our test. Initially, we built a limited
network of our own physical Lucid Test Centers, staffed by Lucid-employed clinical personnel, where patients can undergo the EsoCheck
procedure and have the sample sent for EsoGuard testing at our CLIA-certified laboratory. Our current test center network currently includes
locations in metropolitan areas in Arizona, California, Colorado, Florida, Georgia, Idaho, Michigan, Nevada, Texas and Utah. Read the annual filing ↗ ADAG Core Annual filing released 2025-03-24 · GPT 6 Luna
See “Item 4 Information on the Company—PRC Regulation —Regulations on Foreign Exchange and Dividend Distribution” for detailed discussion.
For PRC and United States federal income tax consideration of an investment in the ADSs, see “Item 10. Additional Information—10.E. Taxation.”
4.B. Business Overview
OVERVIEW
We are a platform-driven, clinical-stage biotechnology company transforming the discovery and development of novel antibody-based cancer immunotherapies. We leverage computational biology to design and develop novel antibodies that address unmet patient needs. Powered by our proprietary Dynamic Precision Library (DPL) platform, which fuels our NEObody®, SAFEbody®, and POWERbody® technologies, we are developing a highly differentiated pipeline of novel immunotherapies. ADG126 has shown a potential best-in-class profile in clinic, which is consistent with and enabled by the broad species cross-reactivity of ADG126 for extensive preclinical evaluation from mouse, rats and monkeys, including GLP toxicology data. ADG126 is currently in phase 1b/2 evaluation, with a focus on phase 2 dose expansion in combination with Merck’s (known as MSD outside of the US and Canada) anti-PD-1 therapy, KEYTRUDA® (pembrolizumab) in patients with advanced/metastatic MSS CRC. In February 2025, we announced an investigator initiated phase 2 neoadjuvant trial of ADG126 for patients with stage II or stage III colorectal cancer. Such trial is expected to begin patient enrollment in April 2025.
Earlier stage candidates that apply our SAFEbodyÒ precision masking technology include ADG206, a masked, Fc-enhanced anti-CD137 agonistic POWERbody. Read the annual filing ↗ LUCD Material Annual filing released 2025-03-24 · GPT 6 Luna
EsoGuard and EsoCheck are based
on patented technology licensed by Lucid from Case Western Reserve University (“CWRU”). EsoGuard and EsoCheck have been developed
to provide accurate, non-invasive, patient-friendly testing for the early detection of EAC and Barrett’s Esophagus (“BE”),
including dysplastic BE and related pre-cursors to EAC in patients with chronic GERD.
Market Opportunity EsoGuard
is a bisulfite-converted targeted next-generation sequencing (NGS) DNA assay performed on surface esophageal cells collected with EsoCheck.
It quantifies methylation at 31 sites on two genes, Vimentin (VIM) and Cyclin A1 (CCNA1). The assay has been evaluated in multiple studies,
demonstrating sensitivity of ~90% for detecting disease along the full esophageal precancer to cancer spectrum, with a negative predictive
value (NPV) of ~99%. Sensitivity and NPV remain very high even for detecting early precancer, which is unprecedented for a molecular
diagnostic test. Read the annual filing ↗ ADAG Material Annual filing released 2025-03-24 · GPT 6 Luna
Under terms of the agreement, Merck provides pembrolizumab and input on our clinical trials evaluating pembrolizumab in combination with ADG126 and ADG116, respectively.
116
Table of Contents
TECHNOLOGY COLLABORATIONS WITH BIOPHARMACEUTICAL COMPANIES
We enter into collaborations with biotechnology and pharmaceutical companies to leverage the power of our technology platforms, creating a network of potential future revenue streams that complements future long-term value from our wholly-owned pipeline. These collaborations include both technology licensing agreements and outlicensing of product candidates, which allow us to retain significant future participation in product sales through royalties paid on net sales. tibodies for development and commercialization by Sanofi with our SAFEbody technology. Under the terms of the agreement, Adagene will be responsible for early-stage research activities to develop masked versions of Sanofi candidate antibodies, using Adagene’s SAFEbody technology. Read the annual filing ↗ LUCD Material Annual filing released 2025-03-24 · GPT 6 Luna
We do not assume
any obligation to update any forward-looking statements, whether as a result of new information, future events or otherwise, except as
required by applicable law.
ii
Part I
Item 1. Business
Unless
the context otherwise requires, “we”, “us”, and “our”, the “Company”, “Lucid”
and “Lucid Diagnostics” refer to Lucid Diagnostics Inc. and its subsidiaries LucidDx Labs Inc. (“LucidDx Labs”)
and CapNostics, LLC (“CapNostics”).
Background and Overview
Lucid Diagnostics is a commercial-stage medical diagnostics technology company focused on the millions of patients with gastroesophageal reflux disease
(“GERD”), also known as chronic heartburn, acid reflux or simply reflux, who are at risk of developing esophageal precancer
and cancer, specifically highly lethal esophageal adenocarcinoma (“EAC”). We believe that our flagship
product, the EsoGuard Esophageal DNA Test, performed on samples collected with the EsoCheck Esophageal Cell Collection Device, constitutes
the first and only commercially available diagnostic test capable of serving as a widespread testing tool with the goal of preventing
EAC deaths, through early detection of esophageal precancer in at-risk GERD patients. Read the annual filing ↗ ADAG Core Annual filing released 2025-03-24 · GPT 6 Luna
See “Item 4 Information on the Company—PRC Regulation —Regulations on Foreign Exchange and Dividend Distribution” for detailed discussion.
For PRC and United States federal income tax consideration of an investment in the ADSs, see “Item 10. Additional Information—10.E. Taxation.”
4.B. Business Overview
OVERVIEW
We are a platform-driven, clinical-stage biotechnology company transforming the discovery and development of novel antibody-based cancer immunotherapies. We leverage computational biology to design and develop novel antibodies that address unmet patient needs. Powered by our proprietary Dynamic Precision Library (DPL) platform, which fuels our NEObody®, SAFEbody®, and POWERbody® technologies, we are developing a highly differentiated pipeline of novel immunotherapies. Risks Related to Our Financial Prospects and Need for Additional Capital
We have a limited operating history, which may make it difficult to evaluate our current business and predict our future performance.
We are a clinical stage biotechnology company with a limited operating history. Since our inception in 2011, we have focused substantially all of our efforts and financial resources on the discovery and development of antibody therapeutics for the treatment of cancer. We have no products approved for commercial sale and therefore we have not generated any revenue from product sales. We have not obtained regulatory approvals for any of our product candidates and there is no assurance that we will obtain approvals in the future. We expect to continue to incur significant expenses and operating losses over the next several years and for the foreseeable future. Read the annual filing ↗ LUCD Not tagged Annual filing released 2025-03-24 · GPT 6 Luna
This activity has no positive tag in the selected filing snapshot.
Read the annual filing ↗ ADAG Core Annual filing released 2025-03-24 · GPT 6 Luna
See “Item 4 Information on the Company—PRC Regulation —Regulations on Foreign Exchange and Dividend Distribution” for detailed discussion.
For PRC and United States federal income tax consideration of an investment in the ADSs, see “Item 10. Additional Information—10.E. Taxation.”
4.B. Business Overview
OVERVIEW
We are a platform-driven, clinical-stage biotechnology company transforming the discovery and development of novel antibody-based cancer immunotherapies. We leverage computational biology to design and develop novel antibodies that address unmet patient needs. Powered by our proprietary Dynamic Precision Library (DPL) platform, which fuels our NEObody®, SAFEbody®, and POWERbody® technologies, we are developing a highly differentiated pipeline of novel immunotherapies. ADG126 has shown a potential best-in-class profile in clinic, which is consistent with and enabled by the broad species cross-reactivity of ADG126 for extensive preclinical evaluation from mouse, rats and monkeys, including GLP toxicology data. ADG126 is currently in phase 1b/2 evaluation, with a focus on phase 2 dose expansion in combination with Merck’s (known as MSD outside of the US and Canada) anti-PD-1 therapy, KEYTRUDA® (pembrolizumab) in patients with advanced/metastatic MSS CRC. In February 2025, we announced an investigator initiated phase 2 neoadjuvant trial of ADG126 for patients with stage II or stage III colorectal cancer. Such trial is expected to begin patient enrollment in April 2025.
Earlier stage candidates that apply our SAFEbodyÒ precision masking technology include ADG206, a masked, Fc-enhanced anti-CD137 agonistic POWERbody. Read the annual filing ↗ LUCD Not tagged Annual filing released 2025-03-24 · GPT 6 Luna
This activity has no positive tag in the selected filing snapshot.
Read the annual filing ↗ ADAG Core Annual filing released 2025-03-24 · GPT 6 Luna
Risks Related to Our Financial Prospects and Need for Additional Capital
We have a limited operating history, which may make it difficult to evaluate our current business and predict our future performance.
We are a clinical stage biotechnology company with a limited operating history. Since our inception in 2011, we have focused substantially all of our efforts and financial resources on the discovery and development of antibody therapeutics for the treatment of cancer. We have no products approved for commercial sale and therefore we have not generated any revenue from product sales. We have not obtained regulatory approvals for any of our product candidates and there is no assurance that we will obtain approvals in the future. We expect to continue to incur significant expenses and operating losses over the next several years and for the foreseeable future. See “Item 4 Information on the Company—PRC Regulation —Regulations on Foreign Exchange and Dividend Distribution” for detailed discussion.
For PRC and United States federal income tax consideration of an investment in the ADSs, see “Item 10. Additional Information—10.E. Taxation.”
4.B. Business Overview
OVERVIEW
We are a platform-driven, clinical-stage biotechnology company transforming the discovery and development of novel antibody-based cancer immunotherapies. We leverage computational biology to design and develop novel antibodies that address unmet patient needs. Powered by our proprietary Dynamic Precision Library (DPL) platform, which fuels our NEObody®, SAFEbody®, and POWERbody® technologies, we are developing a highly differentiated pipeline of novel immunotherapies. Read the annual filing ↗ LUCD Not tagged Annual filing released 2025-03-24 · GPT 6 Luna
This activity has no positive tag in the selected filing snapshot.
Read the annual filing ↗ ADAG Not tagged Annual filing released 2025-03-24 · GPT 6 Luna
This activity has no positive tag in the selected filing snapshot.
Read the annual filing ↗ LUCD Material Annual filing released 2025-03-24 · GPT 6 Luna
EsoCheck is an FDA 510(k) and
CE Mark cleared noninvasive swallowable balloon capsule catheter device capable of sampling surface esophageal cells in a less than five-minute
office procedure. It consists of a vitamin pill-sized rigid plastic capsule tethered to a thin silicone catheter from which a soft silicone
balloon with textured ridges emerges to gently swab surface esophageal cells. When vacuum suction is applied, the balloon and sampled
cells are pulled into the capsule, protecting them from contamination and dilution by cells outside of the targeted region during device
withdrawal. We believe this proprietary Collect+Protect™ technology makes EsoCheck the only noninvasive esophageal cell collection
device capable of such anatomically targeted and protected sampling. In June 2019, we received FDA
510(k) clearance to market EsoCheck in the U.S. as a device indicated for use in the collection and retrieval of surface cells of the
esophagus in adults followed by FDA 510(k) clearance in 2022, expanding the use of EsoCheck in adults and pediatric populations in the
U.S. In December 2019, our CLIA-certified then-laboratory partner, completed documentation of EsoGuard analytical validity allowing us
to commercialize it as a LDT. Read the annual filing ↗ What each company does Compare the businesses AS
Adagene Inc. American Depositary Shares ADAG · XNAS Adagene Inc., a clinical stage biotechnology company, engages in the research, development, and production of monoclonal antibody drugs for cancers in the People's Republic of China. Its lead product candidate is the ADG126, a masked fully-human anti-CTLA-4 mAb which is in phase 1b/2 clinical development for the treatment of cancer. The company also develops ADG116, a fully human anti-CTLA-4 antibody generated using NEObody technology, which is in phase 1b/2 clinical trials to treat advanced/metastatic solid tumors; ADG206, which is in phase 1 clinical development to treat advanced metastatic solid tumors; ADG104, anti-PD-L1 monoclonal antibody which is in phase 2 clinical development; and ADG125, a novel anti-CSF-1R mAb which is in Phase 2 clinical development. In addition, it is developing ADG138, a HER2xCD3 POWERbody which is in pre clinical trial to treat low expressing tumors, as well as resistant/refractory tumors; ADG152, a CD20xCD3 POWERbody which is in preclincal trial to treat off-tumor toxicities; ADG153, a masked anti-CD47 IgG1 SAFEbody, wihx is in preclinical trial for the treatment of hematologic and solid tumor; and CD28 T-cell engagers, an anti-CD28 bispecific POWERbody TCEs to treat solid tumors. The company was incorporated in 2011 and is headquartered in Suzhou, China.
Open ADAG dashboard ↗ LS
Lucid Diagnostics Inc. Common Stock LUCD · XNAS Lucid Diagnostics Inc. operates as a commercial-stage medical diagnostics technology company in the United States. The company focuses on patients with gastroesophageal reflux disease (GERD) who are at risk of developing esophageal precancer and cancer, primarily highly lethal esophageal adenocarcinoma. Its flagship product, the EsoGuard Esophageal DNA Test performed on samples collected with the EsoCheck Esophageal Cell collection device, a testing tool with the goal of preventing EAC deaths through early detection of esophageal precancer in at-risk GERD patients. The company was incorporated in 2018 and is based in New York, New York. Lucid Diagnostics Inc. operates as a subsidiary of PAVmed Inc.
Open LUCD dashboard ↗ Show fundamentals table · 11 rows, 3 columns USD values from stored observations. Fiscal period endings and availability dates may differ.
ADAG period ended 2025-12-31 · available 2026-04-01 · SEC filing ↗ LUCD period ended 2025-12-31 · available 2026-03-25 · SEC filing ↗ Behind the comparison Sources and methodology Price return uses split-adjusted daily closes and excludes dividends. Both stocks start on the first shared trading day within the selected window. Unavailable metrics leave gaps.
Financials use SEC canonical statements available by the displayed cutoff, retaining each company's fiscal period end. Annual and quarterly amounts are shown separately. P/E is unavailable when earnings do not support a positive ratio.
Business overlap uses industry tags from annual filings released in 2025. Each core activity receives full weight; each material activity receives one quarter of that weight. Rarer industries carry more weight. We sum the smaller exposure for each shared activity and divide it by the sum of the larger exposure for every activity in either company. This measures business overlap, rather than price correlation or expected returns.
Search eligibility requires distinct issuers, a shared core category and at least 20% weighted overlap, supported by industry or sector evidence and specific business activities. Broad classifications require stronger overlap within the same sector. Comparisons also need at least 252 shared price observations within two years, recent trading and a common sourced revenue or net-income trend. Missing P/E or gross margin alone does not exclude a comparison. The eligibility snapshot refreshes daily. Related comparisons use a separate, stricter peer rule; their ten-peer discovery limit does not limit search eligibility. Other stock pairs remain available in the comparison tool.
Statements available through 2026-11-12. Industry snapshot: 2025-12-31 · 5,721 classified issuers.