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2128 citation(s) found for "Ju, Christine".

Selection of Breast Biopsy Markers: Effect on Breast Imaging Procedures, Follow-up, and Costs
Moseley, Tanya W. , Adrada, Beatriz E. , Arribas, Elsa , Hesley, Gina , Whitman, Gary J. , Rauch, Ronald A., Guirguis, Mary S. , Kapoor, Megha , Lee, Christine U. , Hesley, Gina K. , Arribas, Elsa M , Urban, Matthew W , Whitman, Gary J , Rauch, Ronald A , Guirguis, Mary S , Kapoor, Megha M , Lee, Christine , Adrada, Beatriz E , Urban, Matthew W.

RadioGraphics | August 13, 2026 | Volume: 46 | Issue: 9 | Pages: No page available

10.1148/rg.250151 | PMID 42594023 Get It

Breast biopsy markers have evolved from simple metallic devices to sophisticated multimaterial tools that have become essential for breast cancer care, demonstrating their clinical benefits in surgical planning, radiation targeting, and cost reduction.
Combined FAK and MEK inhibition suppresses chromosome 8 gain malignant peripheral nerve sheath tumors
Wang, Guangfeng , Wang, Jiawan , Zhang, Xiaochun, Yang, Liuzhan , Oztosun, Gorkem, Sears, James J., Xiao, Ke , Garana, Belinda B., Zoberi, Mark I., Bektas, Aaron U., Coma, Silvia, Pachter, Jonathan A. , Gosline, Sara JC, Pratilas, Christine A. , Szymanski, Jeffrey J. , Borcherding, Dana C. , Zhang, Xiaochun, Oztosun, Gorkem , Sears, James J. , Garana, Belinda B. , Rathore, Richa , Coma, Silvia, Gosline, Sara J.C. , Hirbe, Angela C.

Journal of Clinical Investigation | August 11, 2026 | Volume: No volume available | Issue: No issue available | Pages: No page available

10.1172/jci201331 | PMID 42579369 Get It

Aneuploidy is a hallmark of cancer often associated with inferior prognosis. Copy number gains of chromosome 8 (chr8) are recurrent in multiple cancers, including breast, prostate, colorectal cancers, and sarcomas such as malignant peripheral nerve sheath tumors (MPNSTs). MPNSTs are aggressive, hard-to-treat sarcomas frequently linked to the Neurofibromatosis type 1 (NF1) cancer predisposition syndrome. To investigate the role of chr8 gain in MPNST pathogenesis, we performed a CRISPR knockout screen and identified 58 essential genes on chr8, including PTK2, which encodes focal adhesion kinase (FAK). We evaluated FAK as a therapeutic target and tested small-molecule FAK inhibitors (FAKi) alone or combined with RAF/MEK inhibitors (RAF/MEKi), a class of agents relevant to NF1-deficient tumors with ERK pathway hyperactivation. Both pharmacological and genetic inhibition of FAK reduced MPNST cell proliferation in vitro and tumor growth in vivo. Combined FAKi and RAF/MEKi treatment further suppressed phosphorylation of FAK, STAT3, and AKT while increasing cleaved caspase-3 and PARP-1, indicating enhanced apoptosis. In MPNST patient-derived xenograft (PDX) models, combination therapy significantly reduced tumor growth, showing superior efficacy, particularly in chr8 gain MPNST-PDX. These results support FAK/RAF/MEK co-targeting as a promising therapeutic strategy for chr8 gain MPNST and related tumors.
Advancing Health Equity in Global Oncology: A Collaborative Academic-Cancer Society-Industry Program to Address Health Disparities in Sub-Saharan Africa
Merrell, Kenneth W. , Kamdem-Talom, Ben, Anie, Hannah Ayettey , Wekesa, Christine , Tsikai, Nomsa, Mutebi, Miriam , Saidu, Rakiya , Lasebikan, Nwamaka , Adamu, S , Alaro, Randiak, Fonkoua, Lionel Aurelien Kankeu, Ezzi, Mohammed , Nkegoum, Blaise , Bogan, Aaron , Dodoo, Christopher, Garda, Allison E. , Hammad, Nazik , Camacho, Rolando , Waldrop, Jacqueline, Mgandela, Phikolomzi, Ndungane-Tlakula, Bha, Glynn, Thomas J. , Bello, Abubakar Mohammed , Kemper, Katherine E. , Naa Gogwe Ayettey Anie, Hannah , Bojude, Adamu Danladi , Garda, Allison E , Odedina, Folakemi , Camacho-Rodriguez, Rolando , Abubakar, Bello , Kemper, Katherine , Merrell, Kenneth W , Lasebikan, Nwamaka N , Fonkoua, Lionel Aurelien Kankeu , Dodoo, Christopher , Waldrop, Jacqueline, Glynn, Thomas J., Bello, Abubakar Musa

JCO Global Oncology | August 7, 2026 | Volume: 12 | Issue: 8 | Pages: No page available

10.1200/go-25-00279 | PMID 42566734 Get It

PURPOSE Cancer care capacity in sub-Saharan Africa (SSA) is constrained by late diagnosis and limited treatment access. Few funding mechanisms support innovative, locally led programs to address these challenges. A collaborative initiative was developed to strengthen oncology care through quality improvement (QI) projects. MATERIALS AND METHODS The program was developed by Global Bridges Oncology (GBO) at Mayo Clinic, Pfizer Global Medical Grants, and the African Organisation for Research and Training in Cancer. A committee composed primarily of African oncology experts guided the process. An RFP was disseminated across SSA in English, French, and Portuguese, inviting applications to improve diagnostic and therapeutic cancer care. Applications underwent a structured, two-stage review, with GBO providing technical support, expert guidance, and training resources. RESULTS The RFP generated 218 applications reflecting strong demand for oncology QI funding in SSA. After review, 17 projects representing 10 African countries were selected and awarded $1.1 million USD. Funded initiatives reflected four themes: oncology training and clinical practice improvements, early detection and accurate diagnostics, pediatric cancer care, and oncology nursing and palliative medicine. As of March 2026, 11 (65%) of 17 projects are complete, with 4,565 health care professionals engaged through direct training, conference dissemination, system adoption, and sensitization activities, and program-supported services were delivered to more than 47,300 patients. CONCLUSION This initiative demonstrates the feasibility of a competitive, regionally guided grant program to strengthen cancer care capacity. Early implementation outcomes, including measurable improvements in diagnostic delay, treatment adherence, and care network expansion, confirm that locally led QI initiatives can generate meaningful results across diverse institutional settings. By centering African leadership and supporting diverse QI projects, it advances equitable access to funding, capacity building, and sustainability planning.
Addition of High-Dose Vitamin D 3 to Standard Treatment in Patients With Metastatic Colorectal Cancer
Ng, Kimmie, Zemla, Tyler, Jackson, Nadine, Kalyan, Aparna, Devoe, Craig, Shusterman, Michael , Vijayvergia, Namrata , Wu, Christina S., Cohen, Stacey A., Pulsipher, Sidney, Shergill, Ardaman, Watson, Yasmeem, Kleiber, Barbara , Lee, Myounghee, Kohn, Christine G. , Zuckerman, Dan, Hollis, Bruce W., O’Reilly, Eileen M., Meyerhardt, Jeffrey A., Pulsipher, Sydney , Ng, Kimmie , Ou, Fang‐Shu , Zemla, Tyler , Devoe, Craig , Cohen, Stacey A. , Thalappillil, Jennifer S. , Schwartz, Lawrence H. , Zuckerman, Dan, Hollis, Bruce W. , O’Reilly, Eileen M. , Meyerhardt, Jeffrey A.

JAMA | August 3, 2026 | Volume: No volume available | Issue: No issue available | Pages: No page available

10.1001/jama.2026.9350 | PMID 42545685 Get It

Importance In a phase 2 randomized clinical trial, high-dose vitamin D 3 added to standard treatment improved progression-free survival (PFS) compared with standard-dose vitamin D 3 in patients with metastatic colorectal cancer (mCRC). Objective To determine if high-dose vitamin D 3 added to standard chemotherapy improves outcomes in patients with previously untreated mCRC. Design, Setting, and Participants Double-blind phase 3 randomized clinical trial enrolling 455 patients with previously untreated mCRC, conducted in the US through the National Clinical Trials Network from October 2019 to December 2022 (database freeze: July 15, 2024). Interventions mFOLFOX6 (modified FOLFOX6 [5-fluorouracil, leucovorin, oxaliplatin]) or FOLFIRI (5-fluorouracil, leucovorin, irinotecan) plus bevacizumab every 2 weeks with either high-dose vitamin D 3 (8000 IU daily × 14 days as loading dose followed by 4000 IU daily) or standard-dose vitamin D 3 (400 IU daily) until disease progression, intolerable toxicity, or withdrawal of consent. Main Outcomes and Measures The primary end point was PFS assessed by the unstratified log-rank test. Secondary end points included objective response rate, overall survival, and toxicity. Prespecified subgroup analyses of PFS were performed according to known prognostic factors. Results Among 455 randomized patients (median age, 59 years; 181 [40%] female) with median follow-up 20 months, the median PFS for high-dose vitamin D 3 (n = 228) was 11.8 months (95% CI, 10.3-13.3) vs 10.3 months (95% CI, 9.4-12.2) for standard-dose vitamin D 3 (n = 227) (1-sided log-rank P = .25). There were no significant differences in objective response rate between high-dose and standard-dose vitamin D 3 (51% [95% CI, 44%-58%] vs 44% [95% CI, 37%-50%], respectively; P = .12), or in overall survival (median, 25.6 vs 27.0 months; 1-sided log-rank P = .66). There were no clinically meaningful differences in the most common grade 3 or greater adverse events between the high- and standard-dose groups, including neutropenia (n = 67 [32%] vs n = 62 [30%]) and hypertension (n = 42 [20%] vs n = 49 [23%]) or in incidence of vitamin D–associated toxicities. Conclusions and Relevance Among patients with previously untreated mCRC, addition of high-dose vitamin D 3 , vs standard-dose vitamin D 3 , to standard chemotherapy plus bevacizumab did not improve PFS. Trial Registration ClinicalTrials.gov Identifier: NCT04094688
Cross-Validation of Low-Cost Potentiometric and Colorimetric Methods for Urinary Urea Quantification: Toward Accessible Monitoring of Protein Metabolism
Domínguez, R. , Yang, Valerie, Fu, Ashley, Cheng, Edward H., Terrera, Mirna, Hota, Piyush , Pradhan, Ayushi, Miranda, Sandra, Snozek, Christine, Thomas, Leslie, Lind, Mary Laura , Chen, Fang, Forzani, Erica, Dominguez, Rodrigo E , Cheng, Edward H., Miranda, Sandra, Thomas, Leslie F. , Forzani, Erica

Analytica | July 31, 2026 | Volume: 7 | Issue: 3 | Pages: 51

10.3390/analytica7030051 Get It

Urinary urea is a key biomarker for tracking protein oxidation and nitrogen balance. A persistent analytical limitation is that conventional total-nitrogen assays do not deconvolute urinary urea from urinary ammonia, and direct measurement still requires capital-intensive clinical analyzers. Here, we implement and independently validate two cost-effective methods that resolve urinary urea by pairing the presence and absence of urease: Method 1 is a urease-coupled potentiometric assay using an ammonium ion-selective electrode (ISE method); Method 2 is a microplate Berthelot–salicylate colorimetric assay employing a repurposed consumer-grade aquarium ammonia test kit (API®) (API method). Each method was validated against the Roche Cobas C311 clinical analyzer (ISE for urinary ammonia and API for urinary urea) in healthy adult volunteers (n = 10 each), and API–ISE were then compared head-to-head for urinary urea. ISE vs. Cobas yielded R2 = 0.967, slope 95% CI [0.867, 1.173], and Bland–Altman bias of −1.02 mM (95% LoA [−7.40, +5.36] mM). API vs. Cobas yielded R2 = 0.973, slope 95% CI [0.790, 1.039], and bias of −1.55 mM (95% LoA [−11.56, +8.46] mM). API–ISE urinary urea comparison confirmed mutual agreement (R2 = 0.9976, slope 95% CI [0.946, 1.024]; bias of +3.47 mM; 95% LoA [−14.60, +21.53] mM), with mean recoveries near 100% (API: 100.7 ± 2.9%; ISE: 100.6 ± 5.4%; 20–350 mM). Both methods agreed with the clinical analyzer, supporting their potential for decentralized, resource-limited testing; clinical and point-of-care validations are needed.
Genomic landscape and clinical characteristics of ERBB2/HER2 -mutated colorectal cancers
Peniche, Paola Zinser, Baytar, Doga Kahramangil, Jambunathan, Sree , Jan, Yu Jen , Hsieh, Ronan, Krauß, J. , Veenstra, Christine M, Şahin, İbrahim Halil , Krauss, John C. , Aksu, Muhammed Dogukan, Veenstra, Christine M , Sahin, Ibrahim Halil , Aksu, Murat , Hsieh, Ronan W. , Rahman, Shafia

The Oncologist | July 30, 2026 | Volume: 31 | Issue: 9 | Pages: No page available

10.1093/oncolo/oyag302 | PMID 42536421 Get It

Abstract Background Molecular underpinnings and clinical characteristics of ERBB2/HER2-mutated colorectal cancers (CRCs) remain poorly understood. We aimed to comprehensively characterize the genomic landscape and clinical features of ERBB2/HER2-mutated CRC and to compare them with those of ERBB2/HER2-amplified CRC. Patients and methods We analyzed cBioPortal data from 4348 CRC patients with available ERBB2/HER2 profiling. Clinicodemographic features, microsatellite instability (MSI), tumor mutational burden, and alterations in 94 cancer-associated genes were evaluated using chi-square/Fisher’s exact test, Kruskal–Wallis test, and hierarchical clustering. Results ERBB2/HER2 putative driver mutations were identified in 95 patients (2.2%), amplifications in 87 (2.0%), and wild-type status in 4166 (95.8%). In the overall cohort, ERBB2/HER2-mutated tumors demonstrated significant KRAS enrichment (50.5%) compared to wild-type (37.7%; P = .014) and amplified tumors (18.4%; P < .001), alongside MSI enrichment (37.2% vs 1.6%; P < .001), elevated tumor mutational burden, and right-sided predominance. ERBB2/HER2-mutated tumors also showed broad driver co-alterations largely reflecting their MSI background. In contrast, ERBB2/HER2-amplified tumors exhibited left-sided predominance, with microsatellite stable (MSS)-restricted analyses revealing selective mutual exclusivity with KRAS (Log2 OR = −1.58; q = 0.019) and TP53 co-occurrence (Log2 OR = 2.04; q = 0.019). Hierarchical clustering confirmed that mutated and amplified tumors consistently occupy separate clusters across anatomical sites. Conclusion ERBB2/HER2 mutations and amplifications represent molecularly and clinically distinct subgroups. ERBB2/HER2-mutated tumors are characterized by an MSI-enriched, hypermutated background with frequent concurrent KRAS alterations, whereas amplified tumors exhibit selective KRAS mutual exclusivity and TP53 co-occurrence. These exploratory findings support alteration-specific therapeutic strategies in CRC.
When Time Matters in Aortic Stenosis: Can Transcatheter Aortic Valve Replacement Make a Difference in Non-Elective Cases?
Chollet, Laurève , Ahmed, Mina , Bilauca, Christine, Scalia, Isabel G., Razaghi, Mahshad , Abdelfattah, Fatmaelzahraa E., Awad, Kamal, Hafez, Abdelrahman, Ahmed, Sherif , Ayoub, Chadi, Sweeney, John P., Lester, Steven J., Lee, Kwan S., Fortuin, David, Arsanjani, Reza, Villa Etchegoyen, Cecilia , Chollet, Laurève , Etchegoyen, Cecilia Villa , Farina, Juan M. , Pereyra, Milagros , Scalia, Isabel G. , Abdelfattah, Fatmaelzahraa , Awad, Kamal , Hafez, Abdelrahman , Alsidawi, Said , Lester, Steven J., Lee, Kwan S., Fortuin, David, Sell‐Dottin, Kristen , Arsanjani, Reza

Reviews in Cardiovascular Medicine | July 30, 2026 | Volume: 27 | Issue: 7 | Pages: No page available

10.31083/rcm49738 | PMID 42534201 Get It

Background:The development of symptoms or left ventricular dysfunction in severe aortic stenosis (AS) is associated with high morbidity and mortality. While elective transcatheter aortic valve replacement (TAVR) is supported by robust randomized evidence, data on TAVR performed in non-elective settings (urgent, emergent, or salvage) remain limited and heterogeneous. In these settings, outcomes may be influenced more by baseline clinical severity than by procedural factors. This study aimed to systematically evaluate the safety and effectiveness of non-elective TAVR and to compare the associated outcomes with those of elective TAVR.Methods:This systematic review and meta-analysis were conducted in accordance with the Preferred Reporting Items for Systematic reviews and Meta-Analyses (PRISMA) guidelines and registered with PROSPERO. The PubMed, Embase, and Scopus databases were searched for studies published after 2002 evaluating urgent, emergent, or salvage TAVR in adult patients with severe AS. Eligible studies were required to include elective TAVR as a comparator. Outcomes included mortality and major procedural complications. Prespecified era-based analyses and sensitivity analyses excluding studies at critical risk of bias were performed. Risk of bias was assessed using the ROBINS-I tool.Results:A total of 17 observational studies published between 2015 and 2025 were included, comprising 215,141 patients. Compared with elective patients, those undergoing non-elective TAVR had more advanced heart failure, higher NYHA class, greater comorbidity burden, and higher surgical risk scores, whereas baseline echocardiographic severity of AS was similar. Pooled outcomes for non-elective TAVR showed in-hospital, 30-day, and 1-year mortality rates of 5.1%, 12.4%, and 26.7%, respectively. Non-elective TAVR was associated with higher mortality at all time points compared with elective procedures; meanwhile, rates of stroke, vascular complications, and permanent pacemaker implantation were similar, while major bleeding and acute kidney injury were more frequent. Era-based analyses showed a stable relative mortality risk over time.Conclusions:Although non-elective TAVR is associated with worse outcomes than elective procedures, these differences appear to be largely driven by baseline clinical severity rather than by the transcatheter intervention. In unstable patients with severe AS, non-elective TAVR remains the most effective definitive treatment option compared with balloon aortic valvuloplasty or conservative management.The PROSPERO Registration:CRD420251239620, https://www.crd.york.ac.uk/PROSPERO/view/CRD420251239620.
Level of Agreement in Perceived Improvement in a Cohort of Parent–Child Dyads Following an Interdisciplinary Pain Management Program
Scholten, Paul , Amstutz, Diane, Gagnon, Christine M , Scholten, Paul M , Amstutz, Diane K.

Paediatric and Neonatal Pain | July 30, 2026 | Volume: 8 | Issue: 3 | Pages: No page available

10.1002/pne2.70042 | PMID 42534287 Get It

ABSTRACT This study assessed the level of agreement of perceived improvements among pediatric patients with chronic pain and their parents following an interdisciplinary pain management program. This is a retrospective chart review of a heterogeneous group of pediatric patients with chronic pain who completed an interdisciplinary pain management program (IPMP) and their parents ( N = 172 pairs). The IPMP took place in an outpatient pain management center affiliated with an academic rehabilitation hospital. The outcome measures included the Multidimensional Patient Impression of Change (MPIC) and the MPIC parent version were administered post‐treatment. The levels of agreement on the MPIC were analyzed between child and parent using the free‐marginal kappa statistic. The majority of both the parents and the children evaluated the patients to be much or very much improved in six of the eight domains assessed. The levels of agreement in the ratings were fair to moderate among the patient–parent dyads. Parents endorsed significantly higher levels of improved overall pain and mood than their child did, whereas the patients reported greater levels of improved ability to cope with pain than their parents did. Both the patients and their parents reported high levels of perceived improvement following the IPMP. However, there were some differences in their ratings of improvements in overall pain, mood, and ability to cope with pain. Given that some of the perceptions were discrepant, it is recommended that feedback be obtained from the patient and their parent.
Guidelines for Pediatric Radiotherapy Simulation: A Report From the Children's Oncology Group Radiation Oncology Discipline
Alaei, Parham , Mihalcik, Stephen, Baliga, Sujith , Kwok, Young , Casey, Dana L. , Ehler, Eric, Burton, Christiane, Breneman, John C., Haas-Kogan, D., Laack, Nadia N., Milgrom, Sarah, Hill‐Kayser, Christine, Kalapurakal, John A., Hua, Chia-Ho, Ehler, E , Casey, Dana L , Mihalcik, Stephen A. , Burton, Christiane Sarah , Breneman, John C. , Haas-Kogan, Daphne , Wolden, Suzanne L. , Paulino, Arnold C. , Laack, Nadia N. , Esiashvili, Natia , Hill‐Kayser, Christine E. , FitzGerald, Thomas J. , Kalapurakal, John A.

Pediatric Blood & Cancer | July 28, 2026 | Volume: No volume available | Issue: No issue available | Pages: No page available

10.1002/1545-5017.70460 | PMID 42520295 Get It

ABSTRACT Pediatric radiation therapy presents unique challenges compared to adult treatments, including those of immobilization, potential need for sedation, and the critical importance of accurate, reproducible positioning. Additionally, heightened attention to imaging doses is necessary to minimize long‐term toxicity in survivors. Many of these challenges must be addressed during the process of simulation. This report provides guidelines for pediatric radiotherapy simulation from the Children's Oncology Group. These guidelines cover all anatomic sites and include recommendations for photon and proton therapies, as well as specialized procedures such as stereotactic body radiation therapy, brachytherapy, and total body irradiation. These guidelines are presented as recommendations rather than prescriptive standards as the practice will vary depending on patient age, diagnosis, clinical judgment, and institutional resources.
An explainable transformer model learning from entire treatment timelines for pan-cancer risk profiling across healthcare systems
Keyl, Philipp , Kiermeyer, Niklas , Bosserhoff, Jonah, Lenfers, Tim , Niederhauser, Thibault , Fan, Bowen , Schnake, Thomas , Aubele, Fabio, Kuss, Solveig, Jurmeister, Philipp, Kim, Moon, Bauer, Sebastian , Bechrakis, Nikolaos, Forsting, Michael, Fuehrer-Sakel, Dagmar, Glas, Martin , Gruenwald, Viktor, Hadaschik, Boris, Herrmann, Ken, Kasper, Stefan, Kimmig, Rainer, Lang, Stephan, Pretzell, Ina , Rassaf, Tienush, Roesch, Alexander , Sure, Ulrich, Wichert, Marc, Unger, K, Behr, Juergen, Teupser, Daniel, Stief, Christian G., Mayerle, J, Tufman, Amanda, Ricke, Jens , Lindner, Lars H., Priglinger, Siegfried, Hoeglinger, Guenter, Mahner, Sven, Canis, Martin , Heinzerling, Lucie, Spitzweg, Christine , Tasdogan, Alpaslan , Totzeck, Matthias , Welt, Anja , Wiesweg, Marcel, Westphalen, C. Benedikt, Thasler, Reinhard, Albashiti, Fady , Montavon, Grégoire , Miglino, Nicola, Bergwelt‐Baildon, Michael von , Heinemann, Volker , Belka, Claus , Hartmann, Sylvia, Wicki, A., Nensa, Felix, Teupser, Daniel , Mueller, Klaus-Robert, Kleesiek, Jens , Wicki, Andreas , Wicki, Andreas , Bauer, Sebastian , Bosserhoff, Jonah, Schallenberg, Simon , Aubele, Fabio Paul , Kuss, Solveig , Idaji, Mina Jamshidi , Bechrakis, Nikolaos Emmanouel , Forsting, Michael, Hadaschik, Boris Alexander , Lang, Stephan , Rassaf, Tienush , Siveke, Jens , Guberina, Maja , Sure, Ulrich, Wichert, Marc, Ingrisch, Michael , Behr, Juergen, Mayerle, Julia V. , Harbeck, Nadia , Tufman, Amanda , Lindner, Lars Hartwin , Höglinger, Günter U. , Wiesweg, Marcel , Westphalen, C. Benedikt , Thasler, Reinhard, Miglino, Nicola, Balázs, Zsolt , Hartmann, Sylvia , Nensa, Felix , Schadendorf, Dirk , Schüler, Martin , Klauschen, Frederick , Keyl, Julius

No container title available | July 27, 2026 | Volume: No volume available | Issue: No issue available | Pages: No page available

10.64898/2026.07.24.26358838 Get It

Abstract Cancer outcomes vary widely between individual patients, each accumulating an irregular record of treatments, diagnoses, measurements, and complications. Current prognostic models reduce this complexity into a single snapshot, focus on narrow clinical settings, and rarely generalize across hospitals. Here we introduce Chronicle , an explainable transformer that learns from entire patient trajectories to predict diverse clinical outcomes throughout the disease course while capturing both short- and long-term temporal dependencies. Trained on 53.7 million longitudinal data points from 51,711 patients spanning 67 cancer types, Chronicle operates natively on irregular data without imputation and jointly predicts eight endpoints within a flexible framework adaptable to additional outcomes. Chronicle outperformed cross-sectional models for overall survival prediction (C-index 0.84 vs 0.76-0.79), stratified patients more accurately than established prognostic systems, including TNM stage, and predicted seven adverse event and transfusion endpoints (AUC 0.80-0.92). Applied without retraining to 69,341 patients in Germany, Switzerland, and the United States, Chronicle generalized across healthcare systems and improved further with local fine-tuning. Integrated explainability traced each risk update to patient-specific clinical factors, revealing distinct temporal persistence of prognostic information, with relevance half-lives ranging from weeks for therapies to nearly one year for baseline characteristics. These findings demonstrate that learning from hospital-wide patient trajectories enables interpretable and continuously updated predictions, providing a scalable framework to support individualized treatment decisions.