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Friedman DN, Goodman PJ, Leisenring WM, Diller LR, Cohn SL, Howell RM, Smith SA, Tonorezos ES, Wolden SL, Neglia JP, Ness KK, Gibson TM, Nathan PC, Turcotte LM, Weil BR, Robison LL, Oeffinger KC, Armstrong GT, Sklar CA, Henderson TO. Impact of risk-based therapy on late morbidity and mortality in neuroblastoma survivors: a report from the Childhood Cancer Survivor Study. J Natl Cancer Inst 2024; 116:885-894. [PMID: 38460547 PMCID: PMC11160496 DOI: 10.1093/jnci/djae062] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2024] [Revised: 02/14/2024] [Accepted: 02/28/2024] [Indexed: 03/11/2024] Open
Abstract
BACKGROUND Early efforts at risk-adapted therapy for neuroblastoma are predicted to result in differential late effects; the magnitude of these differences has not been well described. METHODS Late mortality, subsequent malignant neoplasms (SMNs), and severe/life-threatening chronic health conditions (CHCs), graded according to CTCAE v4.03, were assessed among 5-year Childhood Cancer Survivor Study (CCSS) survivors of neuroblastoma diagnosed 1987-1999. Using age, stage at diagnosis, and treatment, survivors were classified into risk groups (low [n = 425]; intermediate [n = 252]; high [n = 245]). Standardized mortality ratios (SMRs) and standardized incidence ratios (SIRs) of SMNs were compared with matched population controls. Cox regression models estimated hazard ratios (HRs) and 95% confidence intervals for CHC compared with 1029 CCSS siblings. RESULTS Among survivors (49.8% male; median age = 21 years, range = 7-42; median follow-up = 19.3 years, range = 5-29.9), 80% with low-risk disease were treated with surgery alone, whereas 79.1% with high-risk disease received surgery, radiation, chemotherapy ± autologous stem cell transplant (ASCT). All-cause mortality was elevated across risk groups (SMRhigh = 27.7 [21.4-35.8]; SMRintermediate = 3.3 [1.7-6.5]; SMRlow = 2.8 [1.7-4.8]). SMN risk was increased among high- and intermediate-risk survivors (SIRhigh = 28.0 [18.5-42.3]; SIRintermediate = 3.7 [1.2-11.3]) but did not differ from the US population for survivors of low-risk disease. Compared with siblings, survivors had an increased risk of grade 3-5 CHCs, particularly among those with high-risk disease (HRhigh = 16.1 [11.2-23.2]; HRintermediate = 6.3 [3.8-10.5]; HRlow = 1.8 [1.1-3.1]). CONCLUSION Survivors of high-risk disease treated in the early days of risk stratification carry a markedly elevated burden of late recurrence, SMN, and organ-related multimorbidity, whereas survivors of low/intermediate-risk disease have a modest risk of late adverse outcomes.
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Affiliation(s)
- Danielle Novetsky Friedman
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Department of Pediatrics, Weill Cornell Medical College, New York, NY, USA
| | - Pamela J Goodman
- Public Health Science Division, Fred Hutchinson Cancer Center, Seattle, WA, USA
| | - Wendy M Leisenring
- Public Health Science Division, Fred Hutchinson Cancer Center, Seattle, WA, USA
- Clinical Research Division, Fred Hutchinson Cancer Center, Seattle, WA, USA
| | - Lisa R Diller
- Department of Pediatrics, The Dana-Farber Cancer Institute, Boston, MA, USA
| | - Susan L Cohn
- Department of Pediatrics, The University of Chicago, Chicago, IL, USA
| | - Rebecca M Howell
- Division of Radiation Oncology, Department of Radiation Physics, The University of Texas at MD Anderson Cancer Center, Houston, TX, USA
| | - Susan A Smith
- Division of Radiation Oncology, Department of Radiation Physics, The University of Texas at MD Anderson Cancer Center, Houston, TX, USA
| | - Emily S Tonorezos
- Division of Cancer Control and Population Sciences, National Cancer Institute, Rockville, MD, USA
| | - Suzanne L Wolden
- Department of Radiation Oncology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Joseph P Neglia
- Department of Pediatrics, University of Minnesota Medical School, Minneapolis, MN, USA
| | - Kirsten K Ness
- Department of Epidemiology and Cancer Control, St Jude Children’s Research Hospital, Memphis, TN, USA
| | - Todd M Gibson
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD, USA
| | - Paul C Nathan
- Division of Haematology/Oncology, Department of Pediatrics, The Hospital for Sick Children, Toronto, ON, Canada
| | - Lucie M Turcotte
- Department of Pediatrics, University of Minnesota Medical School, Minneapolis, MN, USA
| | - Brent R Weil
- Department of Pediatrics, The Dana-Farber Cancer Institute, Boston, MA, USA
- Department of Surgery, Boston Children’s Hospital, Boston, MA, USA
| | - Leslie L Robison
- Department of Epidemiology and Cancer Control, St Jude Children’s Research Hospital, Memphis, TN, USA
| | - Kevin C Oeffinger
- Department of Medicine, Duke Cancer Institute, Duke University, Durham, NC, USA
| | - Gregory T Armstrong
- Department of Epidemiology and Cancer Control, St Jude Children’s Research Hospital, Memphis, TN, USA
| | - Charles A Sklar
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Department of Pediatrics, Weill Cornell Medical College, New York, NY, USA
| | - Tara O Henderson
- Department of Pediatrics, The University of Chicago, Chicago, IL, USA
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Schoeman S, Bagatell R, Cahill AM, Maris J, Mattei P, Mosse Y, Pogoriler J, Srinivasan A, Acord M. Percutaneous biopsy for the diagnosis, risk stratification, and molecular profiling of neuroblastoma: A single-center retrospective study. Pediatr Blood Cancer 2024; 71:e30887. [PMID: 38291721 DOI: 10.1002/pbc.30887] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/06/2023] [Revised: 01/10/2024] [Accepted: 01/11/2024] [Indexed: 02/01/2024]
Abstract
PURPOSE To determine whether percutaneous core needle biopsy (PCNB) is adequate for the diagnosis and full molecular characterization of newly diagnosed neuroblastoma. MATERIALS AND METHODS Patients with newly diagnosed neuroblastoma who underwent PCNB in interventional radiology at a single center over a 5-year period were included. Pre-procedure imaging and procedure details were reviewed. Rates of diagnostic success and sufficiency for International Neuroblastoma Pathology Classification (INPC), risk stratification, and evaluation of genomic markers utilized in the Children's Oncology Group risk stratification, and status of the anaplastic lymphoma kinase (ALK) gene were assessed. RESULTS Thirty-five patients (13 females, median age 2.4 years [interquartile range, IQR: 0.9-4.4] and median weight 12.4 kg [IQR: 9.6-18]) were included. Most had International Neuroblastoma Risk Group Stage M disease (n = 22, 63%). Median longest axis of tumor target was 8.8 cm [IQR: 6.1-12]. A 16-gauge biopsy instrument was most often used (n = 20, 57%), with a median of 20 cores [IQR: 13-23] obtained. Twenty-five specimens were assessed for adequacy, and 14 procedures utilized contrast-enhanced ultrasound guidance. There were two post-procedure bleeds (5.7%). Thirty-four of 35 procedures (97%) were sufficient for histopathologic diagnosis and risk stratification, 94% (n = 32) were sufficient for INPC, and 85% (n = 29) were sufficient for complete molecular characterization, including ALK testing. Biologic information was otherwise obtained from bone marrow (4/34, 12%) or surgery (1/34, 2.9%). The number of cores did not differ between patients with sufficient versus insufficient biopsies. CONCLUSION In this study, obtaining multiple cores with PCNB resulted in a high rate of diagnosis and successful molecular profiling for neuroblastoma.
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Affiliation(s)
- Sean Schoeman
- Department of Radiology, Children's Hospital of Philadelphia (CHOP), Philadelphia, Pennsylvania, USA
| | - Rochelle Bagatell
- The Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
- Department of Oncology, Children's Hospital of Philadelphia (CHOP), Philadelphia, Pennsylvania, USA
| | - Anne Marie Cahill
- Department of Radiology, Children's Hospital of Philadelphia (CHOP), Philadelphia, Pennsylvania, USA
- The Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - John Maris
- The Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
- Department of Oncology, Children's Hospital of Philadelphia (CHOP), Philadelphia, Pennsylvania, USA
| | - Peter Mattei
- The Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
- Division of General, Thoracic and Fetal Surgery, Children's Hospital of Philadelphia (CHOP), Philadelphia, Pennsylvania, USA
| | - Yael Mosse
- The Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
- Department of Oncology, Children's Hospital of Philadelphia (CHOP), Philadelphia, Pennsylvania, USA
| | - Jennifer Pogoriler
- The Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
- Division of Anatomical Pathology, Children's Hospital of Philadelphia (CHOP), Philadelphia, Pennsylvania, USA
| | - Abhay Srinivasan
- Department of Radiology, Children's Hospital of Philadelphia (CHOP), Philadelphia, Pennsylvania, USA
- The Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Michael Acord
- Department of Radiology, Children's Hospital of Philadelphia (CHOP), Philadelphia, Pennsylvania, USA
- The Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
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Mengzhen Z, Xinwei H, Zeheng T, Nan L, Yang Y, Huirong Y, Kaisi F, Xiaoting D, Liucheng Y, Kai W. Integrated machine learning-driven disulfidptosis profiling: CYFIP1 and EMILIN1 as therapeutic nodes in neuroblastoma. J Cancer Res Clin Oncol 2024; 150:109. [PMID: 38427078 PMCID: PMC10907485 DOI: 10.1007/s00432-024-05630-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2023] [Accepted: 01/20/2024] [Indexed: 03/02/2024]
Abstract
BACKGROUND Neuroblastoma (NB), a prevalent pediatric solid tumor, presents formidable challenges due to its high malignancy and intricate pathogenesis. The role of disulfidptosis, a novel form of programmed cell death, remains poorly understood in the context of NB. METHODS Gaussian mixture model (GMM)-identified disulfidptosis-related molecular subtypes in NB, differential gene analysis, survival analysis, and gene set variation analysis were conducted subsequently. Weighted gene co-expression network analysis (WGCNA) selected modular genes most relevant to the disulfidptosis core pathways. Integration of machine learning approaches revealed the combination of the Least absolute shrinkage and selection operator (LASSO) and Random Survival Forest (RSF) provided optimal dimensionality reduction of the modular genes. The resulting model was validated, and a nomogram assessed disulfidptosis characteristics in NB. Core genes were filtered and subjected to tumor phenotype and disulfidptosis-related experiments. RESULTS GMM clustering revealed three distinct subtypes with diverse prognoses, showing significant variations in glucose metabolism, cytoskeletal structure, and tumor-related pathways. WGCNA highlighted the red module of genes highly correlated with disulfide isomerase activity, cytoskeleton formation, and glucose metabolism. The LASSO and RSF combination yielded the most accurate and stable prognostic model, with a significantly worse prognosis for high-scoring patients. Cytological experiments targeting core genes (CYFIP1, EMILIN1) revealed decreased cell proliferation, migration, invasion abilities, and evident cytoskeletal deformation upon core gene knockdown. CONCLUSIONS This study showcases the utility of disulfidptosis-related gene scores for predicting prognosis and molecular subtypes of NB. The identified core genes, CYFIP1 and EMILIN1, hold promise as potential therapeutic targets and diagnostic markers for NB.
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Affiliation(s)
- Zhang Mengzhen
- Department of Pediatric Surgery, Zhujiang Hospital, Southern Medical University, Guangzhou, 510282, Guangdong, China
| | - Hou Xinwei
- Department of Pediatric Surgery, Zhujiang Hospital, Southern Medical University, Guangzhou, 510282, Guangdong, China
| | - Tan Zeheng
- Department of Pediatric Surgery, Zhujiang Hospital, Southern Medical University, Guangzhou, 510282, Guangdong, China
| | - Li Nan
- Department of Pediatric Surgery, Zhujiang Hospital, Southern Medical University, Guangzhou, 510282, Guangdong, China
| | - Yang Yang
- Department of Pediatric Surgery, Zhujiang Hospital, Southern Medical University, Guangzhou, 510282, Guangdong, China
| | - Yang Huirong
- Department of Pediatric Surgery, Zhujiang Hospital, Southern Medical University, Guangzhou, 510282, Guangdong, China
| | - Fan Kaisi
- Department of Pediatric Surgery, Zhujiang Hospital, Southern Medical University, Guangzhou, 510282, Guangdong, China
| | - Ding Xiaoting
- Department of Pediatric Surgery, Zhujiang Hospital, Southern Medical University, Guangzhou, 510282, Guangdong, China
| | - Yang Liucheng
- Department of Pediatric Surgery, Zhujiang Hospital, Southern Medical University, Guangzhou, 510282, Guangdong, China.
| | - Wu Kai
- Department of Pediatric Surgery, Zhujiang Hospital, Southern Medical University, Guangzhou, 510282, Guangdong, China.
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Felipe I, Martínez-de-Villarreal J, Patel K, Martínez-Torrecuadrada J, Grossmann LD, Roncador G, Cubells M, Farrell A, Kendsersky N, Sabroso-Lasa S, Sancho-Temiño L, Torres K, Martinez D, Perez JM, García F, Pogoriler J, Moreno L, Maris JM, Real FX. BPTF cooperates with MYCN and MYC to link neuroblastoma cell cycle control to epigenetic cellular states. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.02.11.579816. [PMID: 38405949 PMCID: PMC10888818 DOI: 10.1101/2024.02.11.579816] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/27/2024]
Abstract
The nucleosome remodeling factor BPTF is required for the deployment of the MYC-driven transcriptional program. Deletion of one Bptf allele delays tumor progression in mouse models of pancreatic cancer and lymphoma. In neuroblastoma, MYCN cooperates with the transcriptional core regulatory circuitry (CRC). High BPTF levels are associated with high-risk features and decreased survival. BPTF depletion results in a dramatic decrease of cell proliferation. Bulk RNA-seq, single-cell sequencing, and tissue microarrays reveal a positive correlation of BPTF and CRC transcription factor expression. Immunoprecipitation/mass spectrometry shows that BPTF interacts with MYCN and the CRC proteins. Genome-wide distribution analysis of BPTF and CRC in neuroblastoma reveals a dual role for BPTF: 1) it co-localizes with MYCN/MYC at the promoter of genes involved in cell cycle and 2) it co-localizes with the CRC at super-enhancers to regulate cell identity. The critical role of BPTF across neuroblastoma subtypes supports its relevance as a therapeutic target.
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