ABSTRACT Light chain multiple myeloma (LCMM) is a subtype of multiple myeloma (MM) characterized by the exclusive production of immunoglobulin light chains and accounts for 15%–20% of newly diagnosed MM. A comprehensive comparison of LCMM with MM producing intact immunoglobulin (non‐LCMM) remains limited. In this retrospective study, we described distinct clinical and cytogenetic features and assessed long‐term outcomes in 852 LCMM patients diagnosed between 01/01/2004 and 12/31/2022, compared with non‐LCMM controls matched for age, sex, and year of diagnosis. On univariable analysis, LCMM patients were more likely to present with elevated creatinine (> 2 mg/dL), beta‐2‐microglobulin ≥ 5.5 mg/L, elevated LDH, hypercalcemia, t(11;14), del(13q), and t(6;14). Conversely, IMS‐IMWG high‐risk disease, hyperdiploidy, t(4;14), and serum albumin < 3.5 g/dL were less common. On multivariable analysis, elevated creatinine (OR: 5.1, 95% CI: 1.2–27, p = 0.04), t(11;14) (OR: 2.6, 95% CI: 1.3–5.2, p = 0.006), and del(13q) (OR: 4.1, 95% CI: 2.1–8.2, p < 0.001) were independently associated with LCMM, while IMS‐IMWG high‐risk disease (OR: 0.3, 95% CI: 0.1–0.8, p = 0.02) and hyperdiploidy (OR: 0.3, 95% CI: 0.1–0.7, p = 0.002) were less frequent. Despite these differences, progression‐free survival with frontline treatment (HR: 0.97, 95% CI: 0.84–1.11, p = 0.63) and overall survival (HR: 0.99, 95% CI: 0.87–1.13, p = 0.94) were similar between LCMM and non‐LCMM patients. This study highlights the distinct clinical and cytogenetic features of LCMM, marked by higher rates of renal failure, t(11;14), and del(13q), lower prevalence of IMS‐IMWG high‐risk disease, and comparable survival outcomes.
Receipt of PARP Inhibitors in Patients With Metastatic Prostate Cancer Harboring BRCA1/2 Alterations
ImportancePatients with metastatic castration–resistant prostate cancer (mCRPC) harboring BRCA1/2 alterations are eligible to receive poly(adenosine diphosphate-ribose) polymerase (PARP) inhibitors as single agents or in combination with an androgen receptor pathway inhibitor after these agents showed survival improvement in their landmark clinical trials. However, data are limited regarding the uptake of PARP inhibitors in these patients.ObjectiveTo investigate the use of PARP inhibitors in patients with mCRPC harboring BRCA1/2 alterations.Design, Setting, and ParticipantsThis retrospective cohort study used the deidentified Flatiron-Health electronic health record–derived database of US community and academic practices to extract patient-level data. The data cutoff date was May 31, 2024. Patients with mCRPC with evidence of harboring BRCA1/2 alterations and alive after August 15, 2020 (ie, 3 months after the approval of the first PARP inhibitor, rucaparib, in mCRPC) were included. Statistical analysis was performed from September 2024 to May 2025.ExposuresAge, race and ethnicity, insurance status, and practice type at the time of mCRPC diagnosis.Main Outcomes and MeasuresThe receipt of PARP inhibitors. Multivariable logistic regression was conducted to assess the association between the exposures and the main outcome.ResultsOf 24 105 patients with metastatic prostate cancer, 443 male patients (median [IQR] age, 72 [65-79] years) had mCRPC with BRCA1/2 alterations and were eligible and included in our analysis. Of these patients, 227 (51.2%) received a PARP inhibitor, whereas 216 (48.8%) did not. Compared with patients covered by a commercial health plan, those covered by Medicare were significantly more likely to receive a PARP inhibitor (odds ratio, 1.91; 95% CI, 1.02-3.66; P = .047). The odds of receiving a PARP inhibitor were not significantly higher in patients treated in community practice compared with those treated in academic centers (odds ratio, 1.64; 95% CI, 1.00-2.70; P = .05).Conclusions and RelevanceThis retrospective cohort study of patients with mCRPC and evidence of BRCA1/2 alterations found that approximately half of patients did not receive PARP inhibitors despite evidence of survival improvement in this population. These findings highlight the need to increase awareness of the survival data and access to life-prolonging therapies in patients with mCRPC.
Calibration of multisite raters for prospective visual reads of amyloid PET scans
Abstract INTRODUCTION In multicenter Alzheimer's disease studies, amyloid positron emission tomography (PET) visual reads are typically performed centrally by a few experts. Incorporating a broader reader network enhances scalability and generalizability. METHODS Ten neuroimaging experts from eight Alzheimer's Disease Research Centers (ADRCs) visually read 180 amyloid PET scans (30 scans and 15 duplicate scans for each of four tracers, imaged across a wide variety of scanners), using preferred reading software without anatomical imaging or quantitation. Scans were classified as elevated or non‐elevated per tracer‐specific criteria. Inter‐ and intra‐rater agreement was assessed. RESULTS Inter‐rater agreement was substantial (Fleiss’ κ = 0.78), with full consensus on 69% of scans. Inter‐rater reliability was substantial to perfect across tracers (Fleiss’ κ = 0.70–0.87). Intra‐rater agreement was substantial to perfect (Cohen's κ = 0.79‐1). Scans with intermediate (10–40 Centiloid) quantitation had lower reader agreement. DISCUSSION A multicenter expert network achieved substantial agreement classifying amyloid PET scans. These scans provide a standard for reader training and reliability assurance in future studies. Highlights Calibration methods ensure reliable amyloid positron emission tomography (PET) visual reads across multiple raters. Substantial agreement is possible across readers using their preferred tools. Agreement is also substantial regardless of the amyloid PET tracer used. Scans with intermediate (10–40 Centiloid) quantitation have lower reader agreement. The calibration set will become a training tool for amyloid PET visual read studies.
“No Pain, More Gain”: Subjective Responses to a T’ai Chi and Qigong Program For Back Pain
Background Low back pain is the leading cause of disability worldwide. Multidisciplinary approaches to chronic pain can support resilience in recovery of functioning. The ancient arts of t’ai chi and qigong have been touted for centuries as multimodal approaches to health and healing. An RCT of an on-line t’ai chi and qigong program for individuals with chronic low back pain found clinically significant improvements in pain, physical function, and quality of life. The program consisted of the integrated practice of t’ai chi movement and the stillness of qigong practice. Meditations in the program focused on developing positive mental attitudes to support resilience in managing the emotional challenges of pain and disease. Objective The purpose of the current qualitative study aimed to better understand participants’ experiences during the online Heal and Strengthen the Spine with T’ai Chi and Qigong (HSSTQ) program. Methods Written feedback was received from 96 program participants, and semi-structured interviews were completed with 20 participants. Interviews were transcribed and coded based upon the written feedback and interview questions. A thematic narrative was developed from the coded segments of texts and reviewed by participants in a member check. Results Three interlocking themes characterized the experiences of participants in the program: (1) participants learned skills to relieve back pain including moderation in movement; (2) the holistic nature of the program enabled a range of benefits for participants beyond pain reduction; and (3) personal healing experience, the enthusiasm of the instructor, the program itself, and available staff resources motivated individuals to participate. Conclusion The conclusion from this study and the initial RCT is that a virtually delivered integrated tai chi, qigong, and meditation program may be a viable treatment option for adults with low back pain.
Abstract With the rapid advancements in large language model technology and the emergence of bioinformatics‐specific language models (BioLMs), there is a growing need for a comprehensive analysis of the current landscape, computational characteristics, and diverse applications. This survey aims to address this need by providing a thorough review of BioLMs, focusing on their evolution, classification, and distinguishing features, alongside a detailed examination of training methodologies, datasets, and evaluation frameworks. We explore the wide‐ranging applications of BioLMs in critical areas such as disease diagnosis, drug discovery, and vaccine development, highlighting their impact and transformative potential in bioinformatics. We identify key challenges and limitations inherent in BioLMs, including data privacy and security concerns, interpretability issues, biases in training data and model outputs, and domain adaptation complexities. Finally, we highlight emerging trends and future directions, offering valuable insights to guide researchers and clinicians toward advancing BioLMs for increasingly sophisticated biological and clinical applications.
Abstract A051: Spatial features of the tumor microenvironment predict recurrence risk in resected pancreatic ductal adenocarcinoma after total neoadjuvant therapy
Abstract Introduction Pancreatic ductal adenocarcinoma (PDAC) remains one of the deadliest cancers. While total neoadjuvant therapy (TNT) has improved outcomes, recurrence rates remain high. Major pathologic response after TNT is prognostic of better survival, but is rarely achieved. Current pathologic systems primarily consider residual tumor percentage, nodal status, and perineural invasion but overlook spatial organization within the tumor microenvironment (TME). We aimed to evaluate spatial features of the TME to identify biologically and clinically relevant patterns of TME conformation and configuration after TNT and surgical resection of PDAC. Methods We retrospectively analyzed patients with PDAC treated with TNT followed by surgery at Mayo Clinic (2010-2022) with partial or no response per College of American Pathologists (CAP) criteria. Hematoxylin and eosin-stained whole slide images (WSIs) were processed using PathExplore™ PDAC (v1.0) to quantify spatial TME features. These were correlated with disease-free survival (DFS). Results A total of 203 patients were included: 47.3% female, median age 66.5 years. All received TNT; 73.4% had neoadjuvant chemotherapy followed by chemoradiation. Surgical procedures included pancreaticoduodenectomy (62.1%), distal pancreatectomy (22.2%), and total pancreatectomy (15.8%). CAP-defined response was partial in 82.1% and absent in 17.9%. As expected, pathologic T stage (p=0.001), N stage (p=0.002), lymphovascular invasion (p=0.048), and R2 resection (p=0.007) were significantly associated with DFS. However, CAP response category (p=0.053), residual cancer area (p=0.47), and cancer-to-stroma ratio (p=0.25) were not. We analyzed 297 WSIs from 203 patients. Of 31 spatial features evaluated, 5 were associated with DFS (p<0.20). Recursive partitioning using ln(mean cancer shape index [CSI]) <1.775 and ln(SD of stroma shape index [SSI]) >0.651 identified a high-risk group (n=63) with median DFS of 7.23 months (95% CI: 5.19–9.63), compared to 11.57 months in the low-risk group (95% CI: 9.24–17.92) (HR=1.82; 95% CI: 1.31–2.52; p=0.0003). This remained significant after adjusting for T and N stage (HR=1.75; 95% CI: 1.17–2.63; p=0.007). An alternate prognostic index derived via backwards elimination, calculated using 0.2701(mean stromal area) + 0.3905(edge density), also stratified patients. High-risk patients (n=51) had a significantly shorter (p<0.001) DFS (6.2 months) than those in the low-risk category (20.0 months). This significant difference holds in a multivariable analysis controlling for pathologic stage, N stage, and resection margins (HR=1.94, 95% CI: 1.21-3.10, p=0.006). Discussion Current assessment of residual PDAC after TNT is limited by subjective grading and lack of spatial context. Using Tumor Landscape Analysis, we identified high-risk spatial features of the TME that independently predict recurrence. These findings support a novel spatially-informed framework for risk stratification in resected PDAC with residual disease. Citation Format: Miranda Lin, Luis Cisneros, Merih D. Toruner, Andrea Maraone, Paul Dizona, Qian Shi, Martin E. Fernandez-Zapico, Ryan M. Carr. Spatial features of the tumor microenvironment predict recurrence risk in resected pancreatic ductal adenocarcinoma after total neoadjuvant therapy [abstract]. In: Proceedings of the AACR Special Conference in Cancer Research: Advances in Pancreatic Cancer Research—Emerging Science Driving Transformative Solutions; Boston, MA; 2025 Sep 28-Oct 1; Boston, MA. Philadelphia (PA): AACR; Cancer Res 2025;85(18_Suppl_3):Abstract nr A051.
Poster 72: Adolescent Concussion Injuries in Soccer: Trends in the United States From 2012 to 2023
Objectives: Soccer is one of the most popular youth sports in the United States and worldwide. Due to growing concerns regarding repeated head trauma, in 2015 the United States Soccer Federation (USSF) banned headers for athletes aged 10 and under and limited athletes aged 11 to 13 to practicing headers for 30 minutes per week. The purpose of this study was to assess whether the USSF header policy was associated with fewer soccer-related concussions that presented to emergency departments following the 2015 season. Methods: A retrospective cohort from the National Electronic Injury Surveillance System database was assessed. Age, sex, and injury type were extracted for all soccer-related emergency department visits between January 1st, 2012, and December 31st, 2023. Univariate and multivariable regression analyses were conducted to assess concussions as a percentage of all soccer-related injuries based on sex, age, and year. Results: The number of concussions as a percentage of all soccer-related injuries decreased from 8.2% in 2012-2015 to 6.1% in 2020-2023 (p<0.01). From 2012-2023, the concussion rate among 14-17-year-olds and 10-13-year-olds was higher than 6-9-year-olds (8.9% and 6.6% compared to 4.9%, p<0.01). Despite a lower soccer-related injury rate overall, females were diagnosed with a greater proportion of concussions than males (9.6% compared to 6.2%, p<0.01). In a multivariable regression analysis, injuries that occurred in the years 2020-2023 were associated with lower odds of concussion compared to 2012-2015 (OR: 0.75, 95% CI: 0.69- 0.81). The 10-13-year-old age group, 14-17-year-old age group, and female sex were associated with higher odds of concussion compared to the 6-9-year-old age group and male sex respectively (OR: 1.30, 95% CI: 1.16- 1.45; OR: 1.79, 95% CI: 1.61- 1.99; OR: 1.53, 95% CI: 1.43- 1.63). Conclusions: The USSF youth soccer header policy introduced in 2015 was associated with a 25.6% relative risk reduction to sustain a soccer-related concussion and present to the emergency department in 2020-2023 compared to 2012-2015. A header ban in players under 10 years old and limitation to 30 minutes of header practice a week in players under 13 years old may improve player safety by reducing head impacts in the youth population.
Male genitalia trauma. Recommendations from 5th International Consultation on Sexual Medicine (ICSM 2024)
Abstract Introduction The lower urinary tract injury, although often not life-threatening, can result in devastating long-term morbidity and, in some cases, permanent disability. Male genital trauma adversely affects male sexual function. Aim This 5th International Consultation on Sexual Medicine guideline on male genitalia trauma evaluates urologic trauma literature to guide clinicians in the best-evidenced management with specific emphasis on preservation and optimization of male sexual function. Methods A systematic literature search was conducted to identify relevant English-language publications and contemporary guidelines using the PubMed database (search dates January 1, 1990 to June 1, 2024) on the following terms: “trauma,” “penis,” “urethra,” “testis,” and “scrotum.” The available literature was discussed, and selected articles with the highest evidence available were used to create consensus guideline statements, categorized based on the Grading of Recommendations Assessment, Development and Evaluation system. In the absence of sufficient evidence, additional information was provided as a Clinical Principle or Expert Opinion. Results Fourteen recommendations are provided with corresponding levels of evidence and grades of recommendation. Conclusions Treating clinicians should be mindful that both the male genitalia trauma itself and treatment outcomes invariably affect various male sexual functions. Optimal treatment of male genitalia trauma is essential and should incorporate patient tolerances, needs, and preferences to minimize long-term sexual dysfunction.
Allogeneic haematopoietic cell transplantation in advanced systemic mastocytosis in the new era: A
CIBMTR
study
Summary We investigated the outcomes of patients with advanced systemic mastocytosis (AdvSM) undergoing allogeneic haematopoietic cell therapy (alloHCT) in the US. Twenty‐seven adult (median age, 58 years) patients with AdvSM received alloHCT from 2014 to 2021. Most patients were white (93%), male (63%) and had systemic mastocytosis (SM) with associated haematological neoplasm (SM‐AHN, 70%), received peripheral blood grafts (89%) and non‐myeloablative regimens. KIT mutation was detected in 14 of the reported 16 patients (87.5%). Post‐transplantation cyclophosphamide (PTCy) was used in approximately 50% of the cohort. Approximately 1 year after alloHCT, median bone marrow mast cell burden decreased from 15% pre‐alloHCT to 1.5% (range 0–8) at 1 year post‐alloHCT. The median serum tryptase decreased from 55 ng/mL (range 3–400 ng/mL) pre‐alloHCT to 18 ng/mL (range 0–481 ng/mL) at 1 year post‐alloHCT. At 1 year, progression‐free survival (PFS) and overall survival (OS) were 59% (95% confidence interval [CI], 41%–77%) and 74% (95% CI, 56%–89%) respectively. In the subset of patients with SM‐AHN, 1‐year PFS and OS were 74% (52%–91%) and 79% (95% CI, 58%–94%) respectively. The cumulative incidence of relapse/progression for the entire population of patients with SM ( n = 27) was 4% (95% CI, 0–14) at 100 days and 15% (95% CI, 4–31) at 1 year. For the subset of patients with AHN, the cumulative incidence was 11% (95% CI, 1–28) at 100 days and 21% (95% CI, 6–42) at 1 year. Relapse/progression was the cause of death in six of 12 patients (5 died of AHN and 1 died of SM progression). Eighteen and nine patients received a KIT inhibitor before alloHCT and after alloHCT respectively. In addition, six patients received a KIT inhibitor for the treatment of relapse/progression of SM after alloHCT. Although it is difficult to delineate the exact effect of alloHCT and KIT inhibitors because of the size of the study in this era, the use of alloHCT and KIT inhibitors pre‐ and post‐ alloHCT is increasing. In the near future, larger studies are required to provide further insights into this subject.
Intravital microscopy contribution to cancer: From preclinical to human studies
Abstract Intravital microscopy enables dynamic and real‐time visualisation of microscopic structures in living tissues without the need for fixation, with real‐life applicability being illustrated by several first‐in‐human studies in different cancers. Its use in preclinical models has yielded important observations of the microvasculature of both healthy and diseased tissues. It has further enabled the observation of the interactions between important components of the tissue microenvironment such as immune cells and neighbouring microvessels. Important recent technological advances, however, have enabled the translation of this technology to human use. Here, we review the main advances in intravital microscopy and some of the most recent uses in different human disease settings.