Flatiron Health Research on AI-Driven Cancer Progression Extraction Presented at AACR Special Conference in Cancer Research: Artificial Intelligence and Machine Learning 2025

On July 14, 2025 Flatiron Health reported that the novel findings from its research, "Using large language models for scalable extraction of real-world progression events across multiple cancer types," have been presented at the American Association for Cancer Research (AACR) (Free AACR Whitepaper) Special Conference in Cancer Research: Artificial Intelligence and Machine Learning, which took place July 10-12, 2025, in Montreal, QC, Canada (Press release, Flatiron Health, JUL 14, 2025, View Source [SID1234654372]).

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The research, led by a multidisciplinary Flatiron team of clinicians, research scientists, and machine learning engineers, demonstrates the power of large language models (LLMs) to accurately and efficiently extract real-world cancer progression events from unstructured electronic health record (EHR) data across 14 cancer types. Study findings concluded that LLMs achieved F1 scores similar to expert human abstractors and produced nearly identical real-world progression-free survival estimates, underscoring the potential of AI to scale high-quality clinical endpoint extraction for oncology research and care. This research utilized on the recently published Validation of Accuracy for LLM/ML-Extracted Information and Data (VALID) Framework to assess the quality of LLM-extracted real-world data, uniquely evaluating both the LLM and an expert human abstractor against a duplicate expert human abstracted reference dataset to directly compare performance.

The LLM that Flatiron scientists optimized for this research was provided by Anthropic—the leading AI safety and research company that builds the Claude family of models.

"AI and machine learning are fundamentally transforming how we generate and use real-world evidence in oncology," said Stephanie Reisinger, Senior Vice President & General Manager, Real-World Evidence at Flatiron Health. "This research exemplifies how Flatiron is harnessing AI and multimodal data to unlock new insights from oncology real-world data—accelerating clinical research, improving patient outcomes, and setting a new standard for evidence generation in cancer care."

"We’re excited to share evidence that large language models can approach, and in some cases, may even exceed expert human performance in extracting critical and clinically nuanced cancer progression endpoints from EHRs," said Aaron B. Cohen, MD, lead author, Head of Research Oncology, Clinical Data at Flatiron Health and practicing oncologist at Bellevue Hospital in New York City. "Scalable, high-quality extraction of such an important and complex endpoint like progression will open new doors for novel research, predictive modeling, and more personalized patient care."

In addition to this work, Flatiron Health will also present "Fairness by design: End-to-end bias evaluation for LLM-generated data," further highlighting the company’s leadership in applying AI and real-world data to advance oncology research. Specifically, this study demonstrates the VALID framework’s ability to evaluate both the quality and fairness of LLM-extracted data, highlighting the importance of ongoing bias assessment.

ESSA Pharma Inc. Announces Definitive Agreement to be Acquired by XenoTherapeutics, Inc., Backed by XOMA Royalty Corporation in All-Cash Transaction

On July 14, 2025 ESSA Pharma Inc. ("ESSA," or the "Company") (NASDAQ: EPIX) reported that it has entered into a definitive agreement (the "Business Combination Agreement") with XenoTherapeutics, Inc. ("Xeno"), a non-profit biotechnology company, under which Xeno will acquire (the "Transaction") all of the issued and outstanding common shares of ESSA (the "Common Shares") (Press release, ESSA, JUL 14, 2025, View Source [SID1234654371]). XOMA Royalty Corporation ("XOMA Royalty") (NASDAQ: XOMA), the biotechnology royalty aggregator, is acting as the structuring agent and will provide financing to Xeno for this Transaction.

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Under the terms of the Business Combination Agreement, ESSA shareholders will receive a cash payment per Common Share that will be determined based upon ESSA’s cash balance at closing after deducting certain transaction costs, a reserve for liabilities and legal expenses, and a transaction fee (the "Final Cash Amount"). In addition, each ESSA shareholder will also receive one non-transferable contingent value right (each, a "CVR") for each Common Share that entitles the holder to receive a pro rata portion of up to US$2,950,000 (up to US$0.06 per CVR) within 18 months following the close of the Transaction.

To expedite the distribution of cash to ESSA shareholders, ESSA will also apply to the Supreme Court of British Columbia for an order authorizing it to make an initial cash distribution to ESSA shareholders prior to the closing of the Transaction. In total, with the initial cash distribution, if authorized, and the cash payable upon closing of the Transaction, each ESSA shareholder is currently estimated to receive approximately US$1.91 per Common Share, exclusive of any payments received pursuant to the CVR. The date of the applications will be announced by further press release. Inquiries related to such applications can be directed to ESSA’s counsel, Blake, Cassels & Graydon LLP, 1133 Melville Street, Suite 3500, The Stack, Vancouver, BC V6E 4E5 attention: Alexandra Luchenko, or by email to [email protected].

"After conducting a comprehensive review of the opportunities available to ESSA and considering the communications received from our shareholders, the ESSA Board of Directors has unanimously concluded that entering into this agreement with Xeno and XOMA Royalty is in the best interest of the Company and maximizes value for our shareholders as the Company proceeds with its plans to discontinue operations and wind-down its business," said David Parkinson, M.D., President and CEO of ESSA. "This Transaction delivers cash value to shareholders in an expedited timeframe, with less complexity and value risk when compared to a liquidation, and thus delivers more certain value to shareholders."

Transaction Details

The Transaction will be implemented by way of a court-approved plan of arrangement under the Business Corporations Act (British Columbia) and will require approval of at least: (i) 66⅔% of the votes cast by ESSA shareholders; (ii) 66⅔% of the votes cast by ESSA securityholders (including holders of ESSA options and pre-funded warrants), voting together as a single class; and (iii) a majority of the votes cast by ESSA shareholders excluding votes held by certain "interested parties" required to be excluded by Multilateral Instrument 61-101, at a special meeting to be held to consider the Transaction (the "Special Meeting"). In addition to approval by ESSA securityholders, the Transaction is also subject to receipt of court approval, and other customary conditions. The Transaction is expected to close in the second half of 2025.

The Business Combination Agreement provides for customary deal-protection provisions, including a non-solicitation covenant on the part of the Company and a right for Xeno to match any Superior Proposal (each as defined in the Business Combination Agreement). The Business Combination Agreement includes a termination fee of US$2.5 million, payable by the Company under certain circumstances, including in connection with the Company’s entry into an agreement with respect to a Superior Proposal. The directors and senior officers of the Company, owning in aggregate approximately 2.23% of the outstanding shares of Common Shares, have entered into voting and support agreements, pursuant to which they have agreed to vote all of the securities beneficially owned by them in favor of the Transaction.

ESSA Board of Directors and Transaction Committee Recommendations

A transaction committee composed entirely of independent directors of the Company (the "Transaction Committee") unanimously recommended entering into the Business Combination Agreement to the board of directors of ESSA (the "Board"). The Board has evaluated the Business Combination Agreement with the Company’s management, legal and financial advisors and, following the receipt and review of the unanimous recommendation from the Transaction Committee and the opinion of the Transaction Committee’s financial advisors, the Board has unanimously approved the Transaction and determined that the Transaction is in the best interest of the Company. The Board has resolved to recommend that the Company’s securityholders vote in favor of the Transaction, subject to the terms and conditions contained in the Business Combination Agreement.

Advisors

Leerink Partners is serving as the exclusive financial advisor to ESSA and Blake, Cassels & Graydon LLP and Skadden, Arps, Slate, Meagher & Flom LLP are serving as ESSA’s Canadian legal counsel and U.S. legal counsel, respectively.

Stikeman Elliott LLP and Gibson, Dunn & Crutcher LLP are serving as XOMA Royalty’s Canadian legal counsel and U.S. legal counsel, respectively.

Imugene Announces Outstanding Response Rates from the Phase 1b Trial of the Azer-cel Allogeneic CAR T in 3L+ DLBCL

On July 14, 2025 Imugene Limited (ASX: IMU), a clinical-stage immuno-oncology company, reported exciting new data from its Phase 1b clinical trial evaluating azer-cel (azercabtagene zapreleucel) in patients with relapsed/refractory diffuse large B-cell lymphoma (DLBCL) (Press release, Imugene, JUL 14, 2025, View Source [SID1234654370]).

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In February 2025, Imugene announced that a total of four out of seven patients had achieved a Complete Response (CR), defined as the disappearance of all signs of cancer in response to treatment. Since then, two additional patients have also achieved a Complete Response, and three patients have achieved Partial Response (cancer reduction by at least 50%) bringing the best overall response rate to 75% and the CR rate to 55%. The duration of response continues to mature. These patients are being treated with azer-cel and interleukin 2 (IL -2).

Evaluable
patients

Treatment

N

Overall Response Rate (ORR)

Complete Response (CR)

At Day 60

Best Durability (Time of response)

DLBCL

Lymphodepletion (LD)1 +azer-cel

+Interleukin-2 (IL-2)

12

9/12 (75%)

6/11 (55%)

>450 days on going

For approved, autologous CD19 CART products, the average time to best response is 2-3 months with some patients taking up to 6 months to achieve their best response.

Azer-cel is being developed as a potential allogeneic, off-the-shelf, CAR T-cell therapy, addressing key limitations of approved autologous CAR T drugs, including geographical access to treatment centres, manufacturing complexity and time to receive treatment (on-demand).

Based on the updated response rate and maturing durability data, as well as having been awarded FDA Fast Track Designation for DLBCL in March 2025, Imugene will request a Type B (End of Phase 1) Meeting in Q4 2025, with the US FDA to present the data and to discuss designs for a pivotal / registrational trial for azer-cel.

Leslie Chong, Managing Director and CEO of Imugene, said:

"We are very pleased with the continued positive data coming from the azer-cel trial, which further reinforces its potential as a treatment for DLBCL patients who have failed several previous lines of therapy. The data also significantly improves our position from both a regulatory and commercial standpoint, and we look forward to expanding on these discussions with the FDA.

Additionally, given the positive results, we are opening the trial to other niche blood cancer indications, such as PCNSL and other subtypes of B Cell Lymphoma, for CAR T naïve patients. This is a high unmet need with potential to expedite and expand the scope of azer-cel."

Dr John Byon, Chief Medical Officer of Imugene, said:

"DLBCL remains one of the most aggressive forms of lymphoma, and despite the existing therapies, there are a large number of patients that still face relapse or resistance. We are seeing significant potential from azer-cel to date in its ability to provide a critical step forward for these patients who have relapsed on multiple therapies, offering deep and durable responses with a one-time treatment.

We remain deeply committed to transforming the standard of care in difficult-to-treat blood cancers, where significant unmet medical need still exists."

The FDA Fast Track Designation for DLBCL received for azer-cel is designed to facilitate the development and expedite the review of drugs that address serious or life-threatening conditions and meet an unmet medical need. Benefits of the designation include more frequent meetings with the FDA to discuss development plans, the option for rolling review of regulatory submissions, and potential eligibility for Accelerated Approval and Priority Review upon meeting relevant criteria.

Imugene continues to actively enrol patients into the Phase 1b azer-cel trial at ten US sites with up to six sites in Australia planned, after the first Australian patient was dosed in January 2025 at Royal Prince Alfred Hospital in Sydney, resulting in a Complete Response.

About the Phase 1b azer-cel trial

The azer-cel allogeneic CAR T trial is an ongoing, open-label, multi-centre Phase 1b clinical trial in the U.S. and Australia, for CAR T relapsed patients with DLBCL. The study has recently expanded to include and treat CAR T naïve patients diagnosed with a broad range of Non-Hodgkins lymphomas including primary central nervous system lymphoma (PCNSL), chronic lymphocytic leukemia (CLL)/ small lymphocytic lymphoma (SLL), marginal zone lymphoma (MZL), Waldenstrom macroglobulinemia (WM) and follicular lymphoma (FL). Treatment with azer-cel, lymphodepletion (LD) and IL-2 is showing promising results with evidence of meaningful clinical activity, and durability of response. Additionally, the safety profile is manageable and generally well tolerated.

About diffuse large B cell lymphoma (DLBCL)

DLBCL is an aggressive and fast-growing type of non-Hodgkin’s lymphoma (NHL), a type of blood cancer. DLBCL is the most common type of NHL, with approximately 160,000[1] global cases per year and approximately 30,000 new cases per year in the U.S. Relapsed/refractory DLBCL has a high unmet medical need; ~60% of patients treated with approved autologous CD19 CAR T relapse.

About primary central nervous system lymphoma (PCNSL)

PCNSL is a rare and aggressive form of non-Hodgkin lymphoma (NHL), a type of blood cancer that originates in the brain, spinal cord, leptomeninges, or eyes, usually without evidence of systemic disease. In the U.S., there are approximately 1,500 to 1,800 new cases per year with limited approved treatment options and is a high unmet need. Currently, there are no CAR T-cell products approved for the treatment of PCNSL providing a unique opportunity for azer-cel to treat CART naïve patients.

About other types of B Cell Lymphoma

Other subtypes of non-Hodgkin lymphoma (NHL) include chronic lymphocytic leukemia (CLL)/small lymphocytic lymphoma (SLL), the most common slow growing leukemia that can become resistant to therapy; marginal zone lymphoma (MZL), a slow-growing B-cell lymphoma that arises in lymphoid tissues associated with mucosal sites like the stomach and lung; Waldenström macroglobulinemia (WM), a rare slow-growing lymphoma characterized by excess IgM production, which can cause multiple complications ; and follicular lymphoma (FL), a common slow-growing NHL that can become more aggressive. While several targeted therapies and monoclonal antibodies are available for these types of B Cell Lymphoma, relapsed or refractory disease remains an ongoing challenge, highlighting the ongoing need for continued innovation and new and better treatments.

About Interleukin 2 (IL-2)

IL-2 is a cytokine (a protein that affects what happens between cells in the immune system) that helps T-cells (which are part of the immune system that help fight cancer) grow and survive. IL-2 has been shown to help T cells live longer and to enhance the cancer killing functions of CAR T cells, making them more effective at targeting and killing cancer cells.

Real-World Data Demonstrate a 49% Response Rate for Commercial Amtagvi® in Patients with Advanced Melanoma

On July 14, 2025 Iovance Biotherapeutics, Inc. (NASDAQ: IOVA), a commercial biotechnology company focused on innovating, developing, and delivering novel polyclonal tumor infiltrating lymphocyte (TIL) therapies for patients with cancer, reported that a real-world, retrospective study demonstrates the benefit of commercial Amtagvi (lifileucel) in real-world clinical settings for patients with advanced (unresectable or metastatic) melanoma previously treated with immune checkpoint inhibitor (ICI) therapy and, if appropriate, targeted therapy (Press release, Iovance Biotherapeutics, JUL 14, 2025, View Source [SID1234654368]).

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Among 41 evaluable patients treated at four authorized treatment centers, the physician-assessed objective response rate (ORR) was 48.8% (20/41). Response rates with Amtagvi were higher in third-line or earlier patients (two or fewer prior lines of therapy) with an ORR of 60.9% (14/23). An ORR of 33.3% (6/18) was observed in patients following three or more prior lines of therapy. All evaluable patients received commercial Amtagvi according to the U.S. prescribing information and completed at least one follow-up physician assessment.

Additional results and follow-up from the real-world clinical study will be presented at an upcoming medical meeting this year.

Lilit Karapetyan, MD, MS of H. Lee Moffitt Cancer Center & Research Institute stated, "Lifileucel demonstrates a robust response rate in real-world clinical settings. I am particularly encouraged by the higher response rate in less heavily treated patients. It is remarkable to observe a response in more than half of those patients, supporting consideration of lifileucel as soon as possible after ICI therapy. I am confident in the potential for positive outcomes in more patients as we continue to adopt lifileucel."

In February 2024, the U.S. Food and Drug Administration granted accelerated approval to Amtagvi for the treatment of adult patients with unresectable or metastatic melanoma previously treated with a PD-1 blocking antibody, and if BRAF V600 mutation positive, a BRAF inhibitor with or without a MEK inhibitor. The approval was based on overall response rate and duration of response from the C-144-01 clinical trial. With this approval, Amtagvi became the first one-time T cell therapy for a solid tumor cancer as well as the first approved treatment option for patients with advanced melanoma after anti-PD-1 and targeted therapy. Iovance is also conducting TILVANCE-301, a Phase 3 trial in frontline advanced melanoma to confirm clinical benefit.

About Amtagvi

Amtagvi is a prescription medicine used to treat adults with a type of skin cancer that cannot be removed surgically or has spread to other parts of the body called unresectable or metastatic melanoma.

Amtagvi is used when your melanoma has not responded or stopped responding to a PD-1 blocking drug either by itself or in a combination, and if your cancer is BRAF mutation positive, a BRAF inhibitor drug with or without a MEK inhibitor drug that has also stopped working.

The approval of Amtagvi is based on a study that measured response rate. Continued approval for this use may depend on the results of an ongoing study to confirm benefit.

Important Safety Information

What is the most important information that I should know about Amtagvi?

You will likely be in a hospital prior to and after receiving Amtagvi.

Before taking Amtagvi, tell your healthcare provider about all of your medical conditions, including if you:

Have any lung, heart, liver or kidney problems
Have low blood pressure
Have a recent or active infection or other inflammatory conditions including cytomegalovirus (CMV) infection, hepatitis B or C or human immunodeficiency virus (HIV) infection
Are pregnant, think you may be pregnant, or plan to become pregnant
Are breastfeeding
Notice the symptoms of your cancer are getting worse
Have had a vaccination in the past 28 days or plan to have one in the next few months
Have been taking a blood thinner
Tell your doctor about all the medications you take, including prescription and over-the-counter medicines, vitamins, and herbal supplements.

How will I receive Amtagvi?

Amtagvi is made from your surgically removed tumor. Tumor derived T cells are grown in a manufacturing center at the end of which they number in the billions of cells.
Your tumor tissue is sent to a manufacturing center to make Amtagvi. It takes about 34 days from the time your tumor tissue is received at the manufacturing center until Amtagvi is available to be shipped back to your healthcare provider, but the time may vary. Your Amtagvi will be provided in 1-4 patient-specific infusion bag(s) containing 100 mL to 125 mL of viable (alive) cells per bag.
After your Amtagvi arrives at your treating institution, your healthcare provider will give you lymphodepleting chemotherapy to prepare your body.
Approximately 30 to 60 minutes before you are given Amtagvi, you may be given other medicines including:
Medicines for an allergic reaction (anti-histamines)
Medicines for fever (such as acetaminophen)
Your Amtagvi will be provided in 1 to 4 infusion bag(s) containing 100 mL to 125 mL of viable cells per bag. When your body is ready for Amtagvi infusion, your healthcare provider will give Amtagvi to you by intravenous infusion. This usually takes less than 90 minutes.
After getting Amtagvi

Beginning 3 to 24 hours after Amtagvi is given, you may be given up to 6 doses of IL-2 (aldesleukin) every 8 to 12 hours via intravenous infusion. Your doctor may discontinue IL-2 (aldesleukin) infusion any time if you have severe side effects.

You will have to stay in the hospital until you have completed the IL-2 (aldesleukin) treatment and you have recovered from any serious side effects associated with the Amtagvi treatment.

You should plan to stay within 2 hours of the location where you received your treatment for several weeks after getting Amtagvi. Your healthcare provider will check to see if your treatment is working and help you with any side effects that occur.

What are the possible side effects of Amtagvi?

The most common side effects of the Amtagvi treatment include chills, fever, low white blood cell count (may increase risk of infections), fatigue, low red blood cell count (may cause you to feel tired or weak), fast or irregular heartbeat, rash, low blood pressure, and diarrhea.

These are not all the possible side effects of the Amtagvi treatment. Talk with your healthcare provider for more information about Amtagvi. You can ask your healthcare provider for information about Amtagvi that is written for healthcare professionals.

You may report side effects to Iovance at 1-833-400-4682, or to the FDA, at 1-800-FDA-1088 or at www.fda.gov/medwatch.

Please see Full Prescribing Information and Patient Information, including Boxed Warning, for additional Important Safety Information.

Corcept Submits New Drug Application for Relacorilant as a Treatment for Patients with Platinum-Resistant Ovarian Cancer

On July 14, 2025 Corcept Therapeutics Incorporated (NASDAQ: CORT), a commercial-stage company engaged in the discovery and development of medications to treat severe endocrinologic, oncologic, metabolic and neurologic disorders by modulating the effects of the hormone cortisol, reported that it has submitted a new drug application (NDA) to the U.S. Food and Drug Administration (FDA) for its proprietary, selective cortisol modulator, relacorilant, to treat patients with platinum-resistant ovarian cancer (Press release, Corcept Therapeutics, JUL 14, 2025, https://ir.corcept.com/news-releases/news-release-details/corcept-submits-new-drug-application-relacorilant-treatment-0 [SID1234654367]).

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Corcept’s filing is based on positive data from its pivotal Phase 3 ROSELLA and Phase 2 trials. In these trials, patients who received relacorilant plus nab-paclitaxel experienced improved progression-free and overall survival compared to patients who received nab-paclitaxel monotherapy, with no need for biomarker selection. Relacorilant was well-tolerated, consistent with its known safety profile. Importantly, the type, frequency and severity of adverse events in the combination arms were similar to those in the nab-paclitaxel monotherapy arms. Relacorilant did not increase the safety burden of the patients who received it.

"This submission is an important milestone for Corcept as we now have two New Drug Applications before the FDA: Relacorilant in combination with nab-paclitaxel as a treatment for people with platinum-resistant ovarian cancer and relacorilant as a treatment for patients with hypercortisolism," said Joseph K. Belanoff, M.D., Corcept’s Chief Executive Officer. "Better treatment options are needed for the many patients living with these diseases. Our oncology and endocrinology business units are already working to make sure relacorilant is available immediately following regulatory approval."

About Relacorilant

Relacorilant, an oral therapy, is a selective glucocorticoid receptor (GR) antagonist that modulates cortisol activity by binding to the GR but not to the body’s other hormone receptors. Corcept is developing relacorilant in ovarian cancer and a variety of other serious disorders, including endogenous hypercortisolism and prostate cancer. Relacorilant is proprietary to Corcept and is protected by composition of matter, method of use and other patents. It has been designated an orphan drug by the FDA and the European Commission (EC) for the treatment of hypercortisolism and by the EC for the treatment of ovarian cancer. The FDA has assigned a Prescription Drug User Fee Act (PDUFA) target action date of December 30, 2025 for relacorilant as a treatment for patients with hypercortisolism.

About Cortisol’s Role in Oncology

Cortisol plays a role in tumor growth through several mechanisms. It helps solid tumors resist chemotherapy by inhibiting cellular apoptosis — the tumor-killing effect chemotherapy is meant to stimulate. In some cancers, cortisol promotes tumor growth by activating oncogenes in the cells to which it binds. Cortisol also suppresses the body’s immune response, which weakens its ability to fight all diseases, including cancer.

About Platinum-Resistant Ovarian Cancer

Ovarian cancer is the fifth most common cause of cancer death in women. Patients whose disease returns less than six months after receiving platinum-containing therapy have "platinum-resistant" disease. There are few treatment options for these women. Median overall survival following recurrence is approximately 12 months with single-agent chemotherapy. Approximately 20,000 women with platinum-resistant disease are candidates to start a new therapy each year in the United States, with at least an equal number in Europe.