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481 citation(s) found for "L, De Luca".

Extramedullary Multiple Myeloma: Challenges and Opportunities
Paruzzo, Luca , Minehart, Janna , Noll, Julia Han , Luo, Thomas, Zanwar, Saurabh , Paruzzo, Luca , Zanwar, Saurabh S , Ho, Matthew , Nabar, Neel R. , Garfall, Alfred L.

Current Oncology | March 20, 2025 | Volume: 32 | Issue: 3 | Pages: 182

10.3390/curroncol32030182 | PMID 40136386 Get It

Extramedullary multiple myeloma (EMM), defined in this review as soft tissue plasmacytomas resulting from hematogenous spread, is characterized by the ability of MM cells to proliferate outside of the bone marrow microenvironment. It is aggressive, often associated with high-risk cytogenetics and early relapse, and independently portends significantly shorter progression-free and overall survival, even in the era of highly effective immunotherapies. The molecular and microenvironmental factors underlying extramedullary MM dissemination continue to be studied to inform the development of better treatments. In this review, we discuss our current understanding of the biology of EMM, focusing on its distinct molecular and microenvironmental characteristics vis-à-vis MM. We also review the current treatment strategies, acknowledging the paucity of large, randomized studies specific to this population.
Role of allo-HCT in “nonclassical” MPNs and MDS/MPNs: recommendations from the PH&G Committee and the CMWP of the EBMT
Hernández‐Boluda, Juan Carlos , Raj, Kavita , Kenyon, Michelle , Robin, Marie , Sockel, Katja , Sánchez‐Ortega, Isabel , Arcaini, Luca , Battipaglia, Giorgia , Ciceri, Fabio , Drozd‐Sokołowska, Joanna , Funke, Vaneuza Araújo Moreira , Gangat, Naseema , Harrison, Claire , Khoury, Joseph D. , Padron, Eric , Patnaik, Mrinal M. , Pemmaraju, Naveen , Radia, Deepti , Reiter, Andreas , Tefferi, Ayalew , Vannucchi, Alessandro M., Polverelli, Nicola , Hernández-Boluda, Juan Carlos , Gurnari, Carmelo , Raj, Kavita , Czerw, Tomasz , Kenyon, Michelle , Robin, Marie , Sánchez-Ortega, Isabel , Arber, Daniel A , Battipaglia, Giorgia , Chalandon, Yves , Cross, Nicholas C P , Drozd-Sokolowska, Joanna , Funke, Vaneuza , Gangat, Naseema , Hobbs, Gabriela S , Jain, Tania , Khoury, Joseph , Kiladjian, Jean-Jacques , Kröger, Nicolaus , Malcovati, Luca , Martino, Massimo , Mesa, Ruben , Palandri, Francesca , Patnaik, Mrinal , Pemmaraju, Naveen , Scheid, Christof , Wiseman, Daniel H , Yakoub-Agha, Ibrahim , Arcaini, Luca , Polverelli, Nicola , Onida, Francesco , Gurnari, Carmelo , Ruggeri, Annalisa , Arber, Daniel A. , Duarte, Fernando Barroso , Battipaglia, Giorgia , Chalandon, Yves , Cross, Nicholas C.P. , Gagelmann, Nico , Gotlib, Jason , Guglielmelli, Paola , Hobbs, Gabriela , Jain, Tania , Kiladjian, Jean‐Jacques , Kröger, Nicolaus , Malcovati, Luca , Martino, Massimo , Mesa, Ruben A. , Orazi, Attilio , Palandri, Francesca , Passamonti, Francesco , Russo, Domenico , Scheid, Christof , Wiseman, Daniel H. , Yakoub‐Agha, Ibrahim , McLornan, Donal P.

Blood | March 19, 2025 | Volume: 145 | Issue: 22 | Pages: 2561-2573

10.1182/blood.2024028000 | PMID 40106773 Get It

Abstract “Nonclassical” myeloproliferative neoplasms (MPNs) and myelodysplastic/myeloproliferative neoplasms (MDS/MPNs) represent a heterogeneous group of malignancies characterized by a wide range of clinical manifestations. Unlike classical MPNs, there is no standardized management approach for these conditions, particularly concerning the indications for and management of allogeneic hematopoietic cell transplantation. To address this gap, the European Society for Blood and Marrow Transplantation (EBMT) Practice Harmonization and Guidelines (PH&G) Committee and the Chronic Malignancies Working Party (CMWP) have collaborated to develop shared guidelines aimed at optimizing the selection and management of patients with these rare forms of neoplasms. A comprehensive review of the literature from the publication of the revised fourth edition of the (2016) World Health Organization classification onward was conducted. A multidisciplinary group of experts in the field convened to produce this document, which was developed through multiple rounds of draft circulation. Key recommendations include the early identification of potential transplant candidates, particularly in cases of chronic neutrophilic leukemia, chronic eosinophilic leukemia (CEL)/CEL, not otherwise specified (CEL-NOS), myeloid/lymphoid neoplasm with eosinophilia and tyrosine kinase gene fusions with FGFR1, JAK2, ABL1, and FLT3 rearrangements, MDS/MPN with neutrophilia/atypical chronic myeloid leukemia, and MDS/MPN, NOS. For patients with MPN, NOS/MPN unclassifiable, standard recommendations for myelofibrosis should be applied. Similarly, in MDS/MPN with thrombocytosis, transplantation is recommended on the basis of established MDS guidelines. Given the current lack of robust evidence, this document will serve as a valuable resource to guide future research activities, providing a framework for addressing critical unanswered questions and advancing the field.
Supranormal Ejection Fraction in Heart Failure: Exploring the Heterogeneity of a Distinct Clinical Phenotype
Fazzini, Luca , Togni, Giulia, D’Elia, Emilia , Fazzini, Luca , Togni, Giulia

Journal of the American Heart Association | March 13, 2025 | Volume: No volume available | Issue: No issue available | Pages: No page available

10.1161/jaha.125.040833 | PMID 40079328 Get It

Left ventricular-arterial coupling and mortality in the cardiac intensive care unit
Fazzini, Luca , Gori, Mauro , Kane, Garvan C. , Tavazzi, Guido , Reddy, Yogesh N.V. , Jae, Oh K, Jentzer, Jacob C. , Padkins, Mitchell R , Berg-Hansen, Kristoffer, Gori, Mauro , Hillerson, Dustin B, Tavazzi, Guido , Borlaug, Barry, Jentzer, Jacob C , Nishimura, Rick , Fazzini, Luca , Padkins, Mitchell , Berg‐Hansen, Kristoffer , Hillerson, Dustin , Borlaug, Barry A.

European Heart Journal: Acute Cardiovascular Care | March 12, 2025 | Volume: 14 | Issue: 7 | Pages: 394-402

10.1093/ehjacc/zuaf038 | PMID 40073196 Get It

Abstract Aims Left ventricular (LV) ventricular-arterial coupling (VAC) refers to the ratio of afterload (effective arterial elastance) to contractility (end-systolic elastance) as an integrated marker of cardiac performance. We sought to determine whether the echocardiographic VAC ratio, defined using the ratio of LV end-systolic volume (LVESV) to stroke volume (SV), predicted mortality in the cardiac intensive care unit (CICU). Methods and results Mayo Clinic CICU patients from 2007 and 2018 were included. Ventricular-arterial coupling ratio was calculated as the Teichholz LVESV divided by the SV calculated from LV outflow tract Doppler. The primary outcome was in-hospital mortality and the secondary outcome was all-cause 1-year mortality. A total of 4685 patients were included with a median age of 69 (58, 79) years (37.2% females), with acute coronary syndrome in 54.9% and heart failure in 49.0%. A higher VAC ratio was associated with greater severity of illness, worse echocardiographic findings, and more use of critical care therapies. A total of 329 (7%) patients died during hospitalization. Patients with a higher VAC ratio had higher in-hospital mortality overall and in each admission diagnosis subgroup. After multivariable adjustment, patients with a VAC ratio >2 were at higher risk of in-hospital mortality (adjusted odds ratio 1.63, 95% confidence interval 1.17–2.28, P = 0.010). One-year mortality was higher for patients with a higher VAC ratio, especially VAC >2. Conclusion Ventricular-arterial uncoupling was associated with worse outcomes in an unselected CICU cohort. The echocardiographic VAC ratio is a simple non-invasive bedside measure that can be used for risk prediction in the CICU.
Analysis of the BraTS 2023 Intracranial Meningioma Segmentation Challenge
LaBella, Dominic , Baid, Ujjwal , Khanna, Omaditya , McBurney-Lin, Shan , McLean, Ryan, Rashid, Arif , Altes, Talissa A. , Bhalerao, Radhika , Dhemesh, Yaseen , Hilal, Fathi , Janas, Anastasia , Kazerooni, Anahita Fathi , Kent, Collin , Leu, Kevin , Maleki, Nazanin , Pajot, Maxence , Saluja, Rachit , Wang, Chunhao , Warman, Pranav , Adewole, Maruf , Albrecht, Jake, Anwar, Syed Muhammad , Bergquist, Timothy , Chen, Sully Francis, Conte, Gian-Marco, Eddy, J. Mark , Ezhov, Ivan , Jiang, Zhifan , Johanson, Elaine, Linguraru, Marius George , Liu, Xinyang , Meier, Zeke, Shinohara, Russell Takeshi, Abayazeed, Aly, Akinola, Rachel , Bilello, Michel , Verdier, Maria Correia de, Moassefi, Mana, Pease, Matthew W., Vollmuth, Phillipp, Diffley, David, Hussain, Ali , Fehringer, Pascal, Bronstein, Yulia, Deptula, Lisa, Stein, Evan G. , Taherzadeh, Mahsa , Oliveira, Eduardo Portela de, Haughey, Aoife , Kontzialis, Marinos , Saba, Luca , Turner, Benjamin , Brüßeler, Melanie, Gkampenis, Athanasios , Weiss, David Maximilian, Mansour, Aya, Shawali, Islam H., Yordanov, Nikolay , Hourani, Roula , Moshebah, Mohammed Yahya, Abouelatta, Ahmed Magdy, Willms, Klara, Martin, Dann C., Okar, Abdullah , Kite, Dominic , Haider, Muhammad Ammar , Aristizábal, Alejandro , Karargyris, Alexandros , Kassem, Hasan , Sheller, Micah , Alonso‐Basanta, Michelle , McLean, Ryan, Nedelec, Pierre , Rashid, Arif, Tahon, Nourel Hoda , Godfrey, Devon , Floyd, Scott , Kirkpatrick, John P. , Kofler, Florian , Menze, Bjoern H. , Reitman, Zachary J. , Rudie, Jeffrey D. , Velichko, Yury , Anazodo, Udunna , Chung, Verena , Chai, Rong, Dako, Farouk , Eddy, James, Khalili, Nastaran , Iglesias, Juan Eugenio , Leemput, Koen Van , Li, Hongwei , Mahtabfar, Aria , Moawad, Ahmed W. , Mongan, John , Piraud, Marie , Shinohara, Russell Taki , Wiggins, Walter F. , Jakab, András Áron , Verdier, Maria Correia de , Crivellaro, Priscila Sacilotto , Davatzikos, Christos , Farahani, Keyvan , Freymann, John , Hess, Christopher Paul , Huang, Raymond Y. , Lohmann, Philipp , Moassefi, Mana , Sollmann, Nico , Nandolia, Khanak , Warren, Daniel I, Saba, Luca , Ansari, Shehbaz , Stein, Joel M. , Rizvi, Tanvir , D’Anna, Gennaro , Taha, Ahmed , Sharifi, Yasaman , Faghani, Shahriar , Pinho, Marco C. , Pati, Sarthak , Villanueva-Meyer, Javier E. , Rauschecker, Andreas M. , Nada, Ayman , Aboian, Mariam , Flanders, Adam E , Wiestler, Benedikt , Bakas, Spyridon , Calabrese, Evan

Machine Learning for Biomedical Imaging | March 7, 2025 | Volume: 3 | Issue: March 2025 | Pages: 38-58

10.59275/j.melba.2025-bea1 Get It

We describe the design and results from the BraTS 2023 Intracranial Meningioma Segmentation Challenge. The BraTS Meningioma Challenge differed from prior BraTS Glioma challenges in that it focused on meningiomas, which are typically benign extra-axial tumors with diverse radiologic and anatomical presentation and a propensity for multiplicity. Nine participating teams each developed deep-learning automated segmentation models using image data from the largest multi-institutional systematically expert annotated multilabel multi-sequence meningioma MRI dataset to date, which included 1000 training set cases, 141 validation set cases, and 283 hidden test set cases. Each case included T2, FLAIR, T1, and T1Gd brain MRI sequences with associated tumor compartment labels delineating enhancing tumor, non-enhancing tumor, and surrounding non-enhancing FLAIR hyperintensity. Participant automated segmentation models were evaluated and ranked based on a scoring system evaluating lesion-wise metrics including dice similarity coefficient (DSC) and 95% Hausdorff Distance. The top ranked team had a lesion-wise median dice similarity coefficient (DSC) of 0.976, 0.976, and 0.964 for enhancing tumor, tumor core, and whole tumor, respectively and a corresponding average DSC of 0.899, 0.904, and 0.871, respectively. These results serve as state-of-the-art benchmarks for future pre-operative meningioma automated segmentation algorithms. Additionally, we found that 1286 of 1424 cases (90.3%) had at least 1 compartment voxel abutting the edge of the skull-stripped image edge, which requires further investigation into optimal pre-processing face anonymization steps.
Minimal clinical impact of embolization to new territory on outcomes in medium vessel occlusion strokes treated with mechanical thrombectomy: a retrospective multicenter study
Salim, Hamza , Yedavalli, Vivek , Lakhani, Dhairya A. , Milhem, Fathi , Musmar, Basel , Adeeb, Nimer , Faizy, Tobias D. , Daraghma, Motaz , Naamani, Kareem El, Henninger, Nils , Sundararajan, Sri Hari , Khalife, Jane , Grewal, Inayat , Tan, Benjamin Yong‐Qiang , Regenhardt, Robert W. , Heit, Jeremy J. , Puri, Ajit S., Dyzmann, Christian , Filipe, João Pedro , Abdalkader, Mohamad , Marotta, Thomas R. , Spears, Julian , Jabbour, Pascal , Biswas, Arundhati , Clarençon, Frédéric, Varela, Ricardo , Baker, Amanda , Altschul, David , Gonzalez, Nestor R. , Möhlenbruch, Markus , Costalat, Vincent , Stracke, Christian Paul , Shaikh, Hamza , Liebeskind, David S. , Alexandre, Andrea , Tancredi, Illario , Kalsoum, Erwah , Lubicz, Boris , Patel, Aman B. , Guenego, Adrien , Salim, Hamza , Ghozy, Sherief , Scarcia, Luca , Yeo, Leonard Ll , Cancelliere, Nicole M , Rouchaud, Aymeric , Fiehler, Jens , Sheth, Sunil A , Colasurdo, Marco , Alexandru Radu, Răzvan , Klein, Piers , Ota, Takahiro , Jabbour, Pascal , Siegler, James E , Nguyen, Thanh N , Essibayi, Muhammed Amir , Altschul, David J , Gonzalez, Nestor R , Hecker, Constantin , Marnat, Gaultier , Shaikh, Hamza A , Griessenauer, Christoph J , Liebeskind, David S. , Alexandre, Andrea M , Kalsoum, Erwah , Mendes Pereira, Vitor , Guenego, Adrien , Dmytriw, Adam A , Heit, Jeremy J , Musmar, Basel , Regenhardt, Robert W , Lakhani, Dhairya , Yedavalli, Vivek S , Henninger, Nils , Tan, Benjamin Yq , Varela, Ricardo , Naamani, Kareem El , Kühn, Anna Luisa , Ghozy, Sherief , Cancelliere, Nicole M , Rouchaud, Aymeric , Fiehler, Jens , Puri, Ajit S , Colasurdo, Marco , Renieri, Leonardo , Harker, Pablo , Radu, Răzvan Alexandru , Klein, Piers , Mowla, Ashkan , Clarençon, Frédéric , Siegler, James E. , Nguyen, Thanh N. , Essibayi, Muhammed Amir , Gory, Benjamin , Hecker, Constantin , Griessenauer, Christoph J. , Pedicelli, Alessandro , Wintermark, Max , Dmytriw, Adam A.

Journal of NeuroInterventional Surgery | March 5, 2025 | Volume: 18 | Issue: 1 | Pages: 186-194

10.1136/jnis-2024-022570 | PMID 40044412 Get It

Background Mechanical thrombectomy (MT) is established as an effective treatment for large vessel occlusion strokes, but its efficacy and safety for medium vessel occlusions (MeVOs) remain less clear. This study examines the impact of periprocedural embolization to a new vascular territory (ENT) on clinical outcomes in patients with MeVO stroke treated with MT. Methods A multicenter, retrospective analysis was conducted using the MAD-MT (Multicenter Analysis of primary Distal medium vessel occlusions: effect of Mechanical Thrombectomy) registry, including 2122 patients with MeVO stroke w­ho underwent MT between September 2017 and July 2023. ENT was defined as filling defects in previously unaffected territories, excluding embolization near the original occlusion, observed on final angiographic runs after retrieval of the primary thrombus. The associations between ENT, procedural variables, and 90-day clinical outcomes were evaluated, including functional independence (modified Rankin Scale (mRS) scores of 0–2), excellent outcomes (mRS 0–1), mortality, and hemorrhagic complications. Results ENT occurred in 2.9% (63/2122) of patients. Longer onset-to-arterial puncture time (adjusted OR 1.03; 95% CI 1.01 to 1.05; P=0.002) and a greater number of passes (adjusted OR 1.15; 95% CI 1.01 to 1.32; P=0.032) were associated with increased ENT risk, while excellent recanalization (thrombolysis in cerebral infarction (TICI) scale score 2c–3) was associated with reduced ENT risk (adjusted OR 0.41; 95% CI 0.23 to 0.72; P=0.002). ENT was not associated with poorer functional independence, mortality, or hemorrhagic complications. Conclusions ENT during MT for MeVO stroke occurs infrequently and does not significantly affect the clinical outcomes. These findings suggest ENT risk should not deter clinicians from performing MT in patients with MeVO. Further prospective studies are needed to validate these results.
Escalation of Oxygenation Modalities and Mortality in Critically Ill Immunocompromised Patient With Acute Hypoxemic Respiratory Failure: A Clustering Analysis of a Prospectively Multicenter, Multinational Dataset
Yvin, Élise, Kouatchet, Achille, Mokart, Djamel, Martín‐Loeches, Ignacio , Seguin, Amélie, Louw, Andry van de, Mabrouki, Asma, Bredin, Swann, Klouche, Kada , Mehta, Sangeeta , Bruneel, Fabrice , Lisboa, Tiago, Viana, William, Pickkers, Peter , Russell, Lene , Rusínová, Kateřina , Rello, Jordi, Clère-Jehl, Raphaël , Lafarge, Antoine , Lemiale, Virginie , Mercat, Alain , Russell, Lene , Martin-Loeches, Ignacio , Kouatchet, Achille, Mokart, Djamel , Taccone, Fabio Silvio , Pène, Frédéric , Bauer, Philippe R. , Seguin, Amélie, Metaxa, Victoria , Montini, Luca , Lisboa, Tiago, Rello, Jordi , Barbier, Francois, Azoulay, Élie , Darmon, Michaël

Critical Care Medicine | February 27, 2025 | Volume: 53 | Issue: 5 | Pages: e1055-e1065

10.1097/ccm.0000000000006600 | PMID 40013850 Get It

OBJECTIVES: Acute hypoxemic respiratory failure in immunocompromised patients remains the leading cause of admission to the ICU, with high case fatality. The response to the initial oxygenation strategy may be predictive of outcome. This study aims to assess the response to the evolutionary profiles of oxygenation strategy and the association with survival. DESIGN: Post hoc analysis of EFRAIM study with a nonparametric longitudinal clustering technique (longitudinal K-mean). SETTING AND PATIENTS: Multinational, observational prospective cohort study performed in critically ill immunocompromised patients admitted for an acute respiratory failure. INTERVENTIONS: None. MEASUREMENTS AND MAIN RESULTS: A total of 1547 patients who did not require invasive mechanical ventilation (iMV) at ICU admission were included. Change in ventilatory support was assessed and three clusters of change in oxygenation modality over time were identified. Cluster A: 12.3% iMV requirement and high survival rate, n = 717 patients (46.3%); cluster B: 32.9% need for iMV, 97% ICU mortality, n = 499 patients (32.3%); and cluster C: 37.5% need for iMV, 0.3% ICU mortality, n = 331 patients (21.4%). These clusters demonstrated a high discrimination. After adjustment for confounders, clusters B and C were independently associated with need for iMV (odds ratio [OR], 9.87; 95% CI, 7.26–13.50 and OR, 19.8; 95% CI, 13.7–29.1). CONCLUSIONS: This study identified three distinct highly performing clusters of response to initial oxygenation strategy, which reliably predicted the need for iMV requirement and hospital mortality.
Clinical Behavior of Breast Cancer in Young BRCA Carriers and Prediagnostic Awareness of Germline BRCA Status
Lambertini, Matteo , Blondeaux, Eva , Tomasello, Loredana Maria, Agostinetto, Elisa , Hamy, Anne‐Sophie , Kim, Hee Jeong , Franzoi, Maria Alice , Bernstein‐Molho, Rinat , Hilbers, Florentine , Pogoda, Katarzyna , Bajpai, Jyoti , Phillips, Kelly‐Anne , Rousset‐Jablonski, Christine , Renaud, Tiphaine , Cui, Wanyuan , Wong, Stephanie M. , Ruddy, Kathryn J. , Marchis, Laura De , Wildiers, Hans , Bajpai, Jyoti , Ignatiadis, Michail , Moore, Halle C F , Partridge, Ann H , Phillips, Kelly-Anne , Toss, Angela , Rousset-Jablonski, Christine , Criscitiello, Carmen , Ferrari, Alberta , Fruscio, Robert , Cui, Wanda , Wong, Stephanie M , Vernieri, Claudio , Ruddy, Kathryn J , Dieci, Maria Vittoria , Matikas, Alexios , Rozenblit, Mariya , Villarreal-Garza, Cynthia , De Marchis, Laura , Puglisi, Fabio , Rodriguez-Wallberg, Kenny A , Livraghi, Luca , Bruzzone, Marco , Boni, Luca , Balmaña, Judith , Lambertini, Matteo , Hamy, Anne-Sophie , Pogoda, K. , Wildiers, Hans , Ignatiadis, Michail , Moore, Halle C. F. , Partridge, Ann H. , Paluch–Shimon, Shani , Fruscio, Robert , Dieci, Maria Vittoria , Villarreal‐Garza, Cynthia , Duhoux, François P. , Livraghi, Luca , Bruzzone, Marco , Balmañà, Judith

Journal of Clinical Oncology | February 24, 2025 | Volume: 43 | Issue: 14 | Pages: 1706-1719

10.1200/jco-24-01334 | PMID 39993249 Get It

PURPOSE To investigate the clinical behavior of breast cancer in young BRCA carriers according to the specific BRCA gene ( BRCA1 v BRCA2 ) and the association of the timing of genetic testing (before v at diagnosis) with prognosis. METHODS This was an international, multicenter, hospital-based, retrospective cohort study that included 4,752 patients harboring germline pathogenic/likely pathogenic variants (PVs) in BRCA1 or BRCA2 , who were diagnosed with stage I-III invasive breast cancer at 40 years or younger between January 2000 and December 2020 in 78 centers worldwide (ClinicalTrials.gov identifier: NCT03673306 ). RESULTS Compared with BRCA2 carriers (n = 1,683), BRCA1 carriers (n = 3,069) had more frequently hormone receptor–negative (74.4% v 15.5%) and high-grade (77.5% v 49.1%) tumors. Similar outcomes were observed in BRCA1 and BRCA2 carriers but with a different pattern and risk of disease-free survival events over time. Compared with patients tested for BRCA at diagnosis (ie, between 2 months before and up to 6 months after diagnosis; n = 1,671), those tested before diagnosis (ie, any time up to 2 months before diagnosis; n = 411) had smaller tumors (T1: 61.3% v 32.4%), less nodal involvement (N0: 65.9% v 50.8%), less frequently received chemotherapy (84.4% v 92.9%), and axillary dissection (37.5% v 47.4%). Patients tested before diagnosis had better overall survival (OS; unadjusted hazard ratio [HR], 0.61 [95% CI, 0.40 to 0.92]); however, this result lost statistical significance after adjustment for potential confounders including tumor stage (adjusted HR, 0.74 [95% CI, 0.47 to 1.15]). CONCLUSION This global study provides evidence on the different clinical behavior of breast cancer in young BRCA1 and BRCA2 carriers. Identifying a BRCA PV in healthy individuals was associated with earlier-stage breast cancer diagnosis and lower treatment burden, as well as better unadjusted OS.
Tracking the Evolution of Cutaneous Melanoma by Multiparameter Flow Sorting and Genomic Profiling
Roma, Luca , Lorber, Thomas , Rau, Sabrina, Barrett, Michael T. , Ercan, Caner , Piscuoglio, Salvatore , Glatz, Katharina , Bubendorf, Lukas , Bubendorf, Lukas , Panebianco, Federica , Ruiz, Christian Felipe

International Journal of Molecular Sciences | February 19, 2025 | Volume: 26 | Issue: 4 | Pages: 1758

10.3390/ijms26041758 | PMID 40004220 Get It

Intratumoral heterogeneity and clonal evolution are pivotal in the progression and metastasis of melanoma. However, when combined with variable tumor cellularity, intratumoral heterogeneity limits the sensitivity and accuracy of uncovering a cancer’s clonal evolution. In this study, we combined fluorescence-activated cell sorting (FACS) with whole-exome sequencing (WES) to investigate the clonal composition and evolutionary patterns in seven melanoma biopsies obtained from three patients, each having both primary site and metastatic samples. We employed a multiparameter ploidy sorting approach to isolate tumor populations based on DNA ploidy and melanoma biomarkers (SOX10 or S100), enabling us to investigate clonal evolution with high resolution. Our approach increased the mean tumor purity from 70% (range 19–88%) in unsorted material to 91% (range 87–96%) post-sorting. Our findings revealed significant inter- and intratumor heterogeneity, with one patient exhibiting two genomically distinct clonal tumor populations within a single primary site biopsy, each giving rise to different metastases. Our findings highlight the critical role of intratumoral heterogeneity and clonal evolution in melanoma, especially when analyzing tumor trajectories. The unique combination of multiparameter FACS and WES provides a powerful method for identifying clonal populations and reconstructing clonal evolution. This study provides valuable insights into the clonal architecture of melanoma and lays the groundwork for future research with larger patient groups.