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1.
Clin Cancer Res ; 2024 Aug 01.
Article in English | MEDLINE | ID: mdl-39087941

ABSTRACT

The optimal medical treatment of chemotherapy-ineligible patients affected by advanced soft tissue sarcomas is unclear. In this population, tyrosine kinase inhibitors (TKIs) represent an appealing alternative treatment strategy. First-line use of the TKI anlotinib in chemotherapy-ineligible soft tissue sarcoma patients showed promising activity across multiple histologies.

2.
CJEM ; 26(8): 535-542, 2024 Aug.
Article in English | MEDLINE | ID: mdl-39095575

ABSTRACT

BACKGROUND: For emergency department (ED) patients with syncope, cardiac troponin can identify acute coronary syndrome (ACS) and prognosticate for 30-day serious adverse events. However, it is unclear if serial testing improves diagnostic yield and prognostication. METHODS: This was a secondary analysis of data from two prospective studies conducted to develop the Canadian Syncope Risk Score. Adults (age ≥ 16 years) with syncope were enrolled, and patient characteristics, vital signs, physician diagnostic impression, electrocardiogram and troponin results, and adjudicated 30-day serious adverse event were collected. The primary outcome was the detection of a serious adverse event within 30 days of ED disposition. The secondary outcome was comparison of ED length of stay among patients with single versus serial troponin measurements. RESULTS: 4996 patients [mean age 64.5 (SD 18.8) years, 52.2% male] were included: 4397 (89.8%) with single troponin [232 (5.3%) with serious adverse event in the ED and 203 (4.6%) after ED disposition]; 499 (10.2%) patients with > 1 troponin measurement [39 (7.8%) with serious adverse event in ED and 60 (12.0%) after ED disposition]. Among those with serial measurements, 10 patients (2.0%) had a rise from below to above the 99th percentile threshold, of whom 4 patients (0.8%) suffered serious adverse event: two with arrhythmias diagnosed on electrocardiogram, one with ACS and one suffered respiratory failure. Nine patients (1.8%) had Canadian Syncope Risk Score risk reclassification based on serial measurement, and none suffered 30-day serious adverse event. Median ED length of stay was significantly longer for patients with serial testing (5.6 vs. 3.8 h, p < 0.001). CONCLUSIONS: The initial troponin measurement was sufficient for serious adverse event detection and in-ED risk stratification. Serial troponin testing does not improve the diagnostic yield or prognostication and should be reserved for patients with ongoing symptoms or electrocardiogram findings suggestive of cardiac ischemia.


ABSTRAIT: CONTEXTE: Pour les patients du service des urgences (DE) atteints de syncope, la troponine cardiaque peut identifier le syndrome coronarien aigu (SCA) et le pronostic pour les événements indésirables graves de 30 jours. Cependant, il n'est pas clair si les tests en série améliorent le rendement diagnostique et le pronostic. MéTHODES: Il s'agissait d'une analyse secondaire des données de deux études prospectives menées pour élaborer le Canadian Syncope Risk Score. Des adultes (âgés de 16 ans) atteints de syncope ont été recrutés, et les caractéristiques du patient, les signes vitaux, l'empreinte diagnostique du médecin, les résultats de l'électrocardiogramme et de la troponine, ainsi que les événements indésirables graves évalués à 30 jours ont été recueillis. Le critère de jugement principal était la détection d'un événement indésirable grave dans les 30 jours suivant la décision de l'urgence. Le critère de jugement secondaire était la comparaison de la durée de séjour à l'urgence chez les patients ayant une seule mesure de troponine par rapport à la mesure en série. RéSULTATS: 4 996 patients [âge moyen 64,5 (ET 18,8) ans, 52,2 % d'hommes] ont été inclus : 4 397 (89,8 %) avec une seule troponine [232 (5,3 %) avec un événement indésirable grave à l'urgence et 203 (4,6 %) après l'urgence]; 499 (10,2 %) patients avec > 1 mesure de la troponine [39 (7,8 %) avec événement indésirable grave à l'urgence et 60 (12,0 %) après la décision à l'urgence]. Parmi les patients ayant fait l'objet de mesures en série, 10 (2,0 %) présentaient une augmentation du seuil inférieur à supérieur au seuil du 99e percentile, dont 4 (0,8 %) ont subi un événement indésirable grave : deux avec arythmies diagnostiquées par électrocardiogramme, un avec SCA et un avec insuffisance respiratoire. Neuf patients (1,8 %) ont présenté une reclassification du risque selon le score canadien de risque de syncope en fonction de la mesure en série, et aucun n'a subi d'événement indésirable grave de 30 jours. La durée médiane de séjour aux urgences était significativement plus longue pour les patients ayant subi des tests en série (5,6 vs. 3,8 heures, p < 0,001). CONCLUSIONS: La mesure initiale de la troponine était suffisante pour la détection des effets indésirables graves et la stratification des risques aux urgences. Les tests de troponine en série n'améliorent pas le rendement diagnostique ou le pronostic et doivent être réservés aux patients présentant des symptômes continus ou des résultats d'électrocardiogramme suggérant une ischémie cardiaque.


Subject(s)
Electrocardiography , Emergency Service, Hospital , Syncope , Troponin , Humans , Male , Female , Syncope/diagnosis , Syncope/blood , Middle Aged , Prospective Studies , Troponin/blood , Biomarkers/blood , Aged , Risk Assessment/methods , Acute Coronary Syndrome/diagnosis , Acute Coronary Syndrome/blood , Prognosis , Canada
3.
Cancer Med ; 13(14): e70026, 2024 Jul.
Article in English | MEDLINE | ID: mdl-39041188

ABSTRACT

BACKGROUND: High-risk soft tissue sarcomas of the extremities and trunk wall (eSTS), as defined by the Sarculator nomogram, are more likely to benefit from (neo)adjuvant anthracycline-based therapy compared to low/intermediate-risk patients. The biology underpinning these differential treatment outcomes remain unknown. METHODS: We analysed proteomic profiles and clinical outcomes of 123 eSTS patients. A Cox model for overall survival including the Sarculator was fitted to individual data to define four risk groups. A DNA replication protein signature-Sarcoma Proteomic Module 6 (SPM6) was evaluated for association with clinicopathological factors and risk groups. SPM6 was added as a covariate together with Sarculator in a multivariable Cox model to assess improvement in prognostic risk stratification. RESULTS: DNA replication and cell cycle proteins were upregulated in high-risk versus very low-risk patients. Evaluation of the functional effects of CRISPR-Cas9 gene knockdown of proteins enriched in high-risk patients using the cancer cell line encyclopaedia database identified candidate drug targets. SPM6 was significantly associated with tumour malignancy grade (p = 1.6e-06), histology (p = 1.4e-05) and risk groups (p = 2.6e-06). Cox model analysis showed that SPM6 substantially contributed to a better calibration of the Sarculator nomogram (Index of Prediction Accuracy = 0.109 for Sarculator alone versus 0.165 for Sarculator + SPM6). CONCLUSIONS: Risk stratification of patient with STS is defined by distinct biological pathways across a range of cancer hallmarks. Incorporation of SPM6 protein signature improves prognostic risk stratification of the Sarculator nomogram. This study highlights the utility of integrating protein signatures for the development of next-generation nomograms.


Subject(s)
Extremities , Nomograms , Proteomics , Sarcoma , Humans , Male , Female , Sarcoma/metabolism , Sarcoma/genetics , Sarcoma/pathology , Sarcoma/mortality , Middle Aged , Prognosis , Proteomics/methods , Extremities/pathology , Risk Assessment/methods , Adult , Aged , Torso , Biomarkers, Tumor/genetics , Biomarkers, Tumor/metabolism
4.
Biochemistry ; 63(15): 1913-1924, 2024 Aug 06.
Article in English | MEDLINE | ID: mdl-39037053

ABSTRACT

Virus-like particles (VLPs) from bacteriophage MS2 provide a platform to study protein self-assembly and create engineered systems for drug delivery. Here, we aim to understand the impact of intersubunit interface mutations on the local and global structure and function of MS2-based VLPs. In previous work, our lab identified locally supercharged double mutants [T71K/G73R] that concentrate positive charge at capsid pores, enhancing uptake into mammalian cells. To study the effects of particle size on cellular internalization, we combined these double mutants with a single point mutation [S37P] that was previously reported to switch particle geometry from T = 3 to T = 1 icosahedral symmetry. These new variants retained their enhanced cellular uptake activity and could deliver small-molecule drugs with efficacy levels similar to our first-generation capsids. Surprisingly, these engineered triple mutants exhibit increased thermostability and unexpected geometry, producing T = 3 particles instead of the anticipated T = 1 assemblies. Transmission electron microscopy revealed various capsid assembly states, including wild-type (T = 3), T = 1, and rod-like particles, that could be accessed using different combinations of these point mutations. Molecular dynamics experiments recapitulated the structural rationale in silico for the single point mutation [S37P] forming a T = 1 virus-like particle and showed that this assembly state was not favored when combined with mutations that favor rod-like architectures. Through this work, we investigated how interdimer interface dynamics influence VLP size and morphology and how these properties affect particle function in applications such as drug delivery.


Subject(s)
Capsid , Levivirus , Levivirus/genetics , Levivirus/chemistry , Levivirus/metabolism , Capsid/metabolism , Capsid/chemistry , Capsid/ultrastructure , Mutation , Capsid Proteins/chemistry , Capsid Proteins/genetics , Capsid Proteins/metabolism , Virion/metabolism , Virion/genetics , Virion/chemistry , Point Mutation , Protein Stability , Humans , Models, Molecular
5.
Curr Treat Options Oncol ; 25(8): 1124-1135, 2024 Aug.
Article in English | MEDLINE | ID: mdl-39080193

ABSTRACT

OPINION STATEMENT: Soft tissue sarcomas (STS) are a rare and heterogeneous group of cancers. Treatment options have changed little in the past thirty years, and the role of neoadjuvant chemotherapy is controversial. Accurate risk stratification is crucial in STS in order to facilitate clinical discussions around peri-operative treatment. Current risk stratification tools used in clinic, such as Sarculator, use clinicopathological characteristics and may be specific to anatomical site or to histology. More recently, risk stratification tools have been developed using molecular or immunological data. Combining Sarculator with other risk stratification tools may identify novel patient groups with differential clinical outcomes. There are several considerations when translating risk stratification tools into widespread clinical use, including establishing clinical utility, health economic value, being applicable to existing clinical pathways, having strong real-world performance, and being supported by investment into infrastructure. Future work may include incorporation of novel modalities and data integration techniques.


Subject(s)
Precision Medicine , Sarcoma , Humans , Sarcoma/therapy , Sarcoma/diagnosis , Sarcoma/etiology , Precision Medicine/methods , Risk Assessment , Disease Management , Prognosis , Combined Modality Therapy/methods , Clinical Decision-Making , Biomarkers, Tumor
6.
Clin Cancer Res ; 30(15): 3229-3242, 2024 Aug 01.
Article in English | MEDLINE | ID: mdl-38810090

ABSTRACT

PURPOSE: The landscape of extracellular matrix (ECM) alterations in soft tissue sarcomas (STS) remains poorly characterized. We aimed to investigate the tumor ECM and adhesion signaling networks present in STS and their clinical implications. EXPERIMENTAL DESIGN: Proteomic and clinical data from 321 patients across 11 histological subtypes were analyzed to define ECM and integrin adhesion networks. Subgroup analysis was performed in leiomyosarcomas (LMS), dedifferentiated liposarcomas (DDLPS), and undifferentiated pleomorphic sarcomas (UPS). RESULTS: This analysis defined subtype-specific ECM profiles including enrichment of basement membrane proteins in LMS and ECM proteases in UPS. Across the cohort, we identified three distinct coregulated ECM networks which are associated with tumor malignancy grade and histological subtype. Comparative analysis of LMS cell line and patient proteomic data identified the lymphocyte cytosolic protein 1 cytoskeletal protein as a prognostic factor in LMS. Characterization of ECM network events in DDLPS revealed three subtypes with distinct oncogenic signaling pathways and survival outcomes. Evaluation of the DDLPS subtype with the poorest prognosis nominates ECM remodeling proteins as candidate antistromal therapeutic targets. Finally, we define a proteoglycan signature that is an independent prognostic factor for overall survival in DDLPS and UPS. CONCLUSIONS: STS comprise heterogeneous ECM signaling networks and matrix-specific features that have utility for risk stratification and therapy selection, which could in future guide precision medicine in these rare cancers.


Subject(s)
Extracellular Matrix , Proteomics , Sarcoma , Humans , Extracellular Matrix/metabolism , Sarcoma/pathology , Sarcoma/genetics , Sarcoma/metabolism , Proteomics/methods , Prognosis , Female , Male , Signal Transduction , Biomarkers, Tumor/metabolism , Middle Aged , Aged
7.
Commun Med (Lond) ; 4(1): 93, 2024 May 18.
Article in English | MEDLINE | ID: mdl-38762630

ABSTRACT

BACKGROUND: Adolescents and young adult (AYA) patients with soft tissue tumours including sarcomas are an underserved group with disparities in treatment outcomes. METHODS: To define the molecular features between AYA and older adult (OA) patients, we analysed the proteomic profiles of a large cohort of soft tissue tumours across 10 histological subtypes (AYA n = 66, OA n = 243), and also analysed publicly available functional genomic data from soft tissue tumour cell lines (AYA n = 5, OA n = 8). RESULTS: Biological hallmarks analysis demonstrates that OA tumours are significantly enriched in MYC targets compared to AYA tumours. By comparing the patient-level proteomic data with functional genomic profiles from sarcoma cell lines, we show that the mRNA splicing pathway is an intrinsic vulnerability in cell lines from OA patients and that components of the spliceosome complex are independent prognostic factors for metastasis free survival in AYA patients. CONCLUSIONS: Our study highlights the importance of performing age-specific molecular profiling studies to identify risk stratification tools and targeted agents tailored for the clinical management of AYA patients.


Soft tissue tumours are cancers that develop in the connective and supporting tissues of the body, such as muscle or fat. These tumours arise in patients across the entire age range. However, improvements in survival outcomes in adolescent and young adult (AYA) patients have lagged behind outcomes in older adults (OA) and children. To better understand the biology of AYA patients with soft tissue tumours, we analysed protein profiles across 10 different types. We identified biological differences between AYA and OA patients and report an age-specific signature that can potentially be used to help predict which AYA patients are more likely to have aggressive cancers that will spread to other parts of the body. Our study highlights the importance of performing age-specific studies to identify new tools to predict patient outcomes and potentially find more suitable treatments.

8.
Stroke ; 55(6): 1641-1649, 2024 Jun.
Article in English | MEDLINE | ID: mdl-38572660

ABSTRACT

BACKGROUND: The current management of patients with stroke with intravenous thrombolysis and endovascular thrombectomy is effective only when it is timely performed on an appropriately selected but minor fraction of patients. The development of novel adjunctive therapy is highly desired to reduce morbidity and mortality with stroke. Since endothelial dysfunction is implicated in the pathogenesis of stroke and is featured with suppressed endothelial nitric oxide synthase (eNOS) with concomitant nitric oxide deficiency, restoring endothelial nitric oxide represents a promising approach to treating stroke injury. METHODS: This is a preclinical proof-of-concept study to determine the therapeutic effect of transcranial treatment with a low-power near-infrared laser in a mouse model of ischemic stroke. The laser treatment was performed before the middle cerebral artery occlusion with a filament. To determine the involvement of eNOS phosphorylation, unphosphorylatable eNOS S1176A knock-in mice were used. Each measurement was analyzed by a 2-way ANOVA to assess the effect of the treatment on cerebral blood flow with laser Doppler flowmetry, eNOS phosphorylation by immunoblot analysis, and stroke outcomes by infarct volumes and neurological deficits. RESULTS: Pretreatment with a 1064-nm laser at an irradiance of 50 mW/cm2 improved cerebral blood flow, eNOS phosphorylation, and stroke outcomes. CONCLUSIONS: Near-infrared II photobiomodulation could offer a noninvasive and low-risk adjunctive therapy for stroke injury. This new modality using a physical parameter merits further consideration to develop innovative therapies to prevent and treat a wide array of cardiovascular diseases.


Subject(s)
Low-Level Light Therapy , Nitric Oxide Synthase Type III , Animals , Nitric Oxide Synthase Type III/metabolism , Mice , Phosphorylation , Low-Level Light Therapy/methods , Male , Stroke , Mice, Inbred C57BL , Infarction, Middle Cerebral Artery , Cerebrovascular Circulation/physiology , Ischemic Stroke/metabolism , Disease Models, Animal
9.
Curr Treat Options Oncol ; 25(5): 644-658, 2024 05.
Article in English | MEDLINE | ID: mdl-38656686

ABSTRACT

OPINION STATEMENT: Leiomyosarcoma (LMS) is one of the more common subtypes of soft tissue sarcomas (STS), accounting for about 20% of cases. Differences in anatomical location, risk of recurrence and histomorphological variants contribute to the substantial clinical heterogeneity in survival outcomes and therapy responses observed in patients. There is therefore a need to move away from the current one-size-fits-all treatment approach towards a personalised strategy tailored for individual patients. Over the past decade, tissue profiling studies have revealed key genomic features and an additional layer of molecular heterogeneity among patients, with potential utility for optimal risk stratification and biomarker-matched therapies. Furthermore, recent studies investigating intratumour heterogeneity and tumour evolution patterns in LMS suggest some key features that may need to be taken into consideration when designing treatment strategies and clinical trials. Moving forward, national and international collaborative efforts to aggregate expertise, data, resources and tools are needed to achieve a step change in improving patient survival outcomes in this disease of unmet need.


Subject(s)
Biomarkers, Tumor , Genetic Heterogeneity , Leiomyosarcoma , Precision Medicine , Humans , Leiomyosarcoma/genetics , Leiomyosarcoma/therapy , Leiomyosarcoma/diagnosis , Leiomyosarcoma/pathology , Leiomyosarcoma/mortality , Precision Medicine/methods , Prognosis , Disease Management , Disease Susceptibility , Molecular Targeted Therapy
10.
bioRxiv ; 2024 Apr 20.
Article in English | MEDLINE | ID: mdl-38659882

ABSTRACT

Circulating tumor cells (CTCs) and their clusters are the drivers of metastasis, but their interactions with capillary beds are poorly understood. Using microfluidic models mimicking human capillary bifurcations, we observed cell size- and bifurcation-dependent shedding of nuclei-free fragments by patient CTCs, CTC-derived explant cells and numerous cancer cell lines. Shedding reduced cell sizes up to 61%, facilitating their transit through bifurcations. We demonstrated that shed fragments were a novel class of large extracellular vesicles (LEVs), whose proteome was associated with immune-related and signaling pathways. LEVs were internalized by endothelial and immune cells, disrupted endothelial barrier integrity and polarized monocytes into M2 tumor-promoting macrophages. Cumulatively, these findings suggest that CTCs shed LEVs in capillary beds that drive key processes involved in the formation of pre-metastatic niches.

12.
Rare Tumors ; 16: 20363613241234207, 2024.
Article in English | MEDLINE | ID: mdl-38371426
13.
Clin Cancer Res ; 30(6): 1079-1092, 2024 Mar 15.
Article in English | MEDLINE | ID: mdl-37916971

ABSTRACT

Epithelioid sarcoma (EpS) is an ultra-rare malignant soft-tissue cancer mostly affecting adolescents and young adults. EpS often exhibits an unfavorable clinical course with fatal outcome in ∼50% of cases despite aggressive multimodal therapies combining surgery, chemotherapy, and irradiation. EpS is traditionally classified in a more common, less aggressive distal (classic) type and a rarer aggressive proximal type. Both subtypes are characterized by a loss of nuclear INI1 expression, most often following homozygous deletion of its encoding gene, SMARCB1-a core subunit of the SWI/SNF chromatin remodeling complex. In 2020, the EZH2 inhibitor tazemetostat was the first targeted therapy approved for EpS, raising new hopes. Still, the vast majority of patients did not benefit from this drug or relapsed rapidly. Further, other recent therapeutic modalities, including immunotherapy, are only effective in a fraction of patients. Thus, novel strategies, specifically targeted to EpS, are urgently needed. To accelerate translational research on EpS and eventually boost the discovery and development of new diagnostic tools and therapeutic options, a vibrant translational research community has formed in past years and held two international EpS digital expert meetings in 2021 and 2023. This review summarizes our current understanding of EpS from the translational research perspective and points to innovative research directions to address the most pressing questions in the field, as defined by expert consensus and patient advocacy groups.


Subject(s)
Sarcoma , Transcription Factors , Adolescent , Young Adult , Humans , Transcription Factors/genetics , DNA-Binding Proteins/genetics , Chromosomal Proteins, Non-Histone/genetics , Homozygote , Consensus , Sequence Deletion , SMARCB1 Protein/genetics , SMARCB1 Protein/metabolism , Sarcoma/diagnosis , Sarcoma/genetics , Sarcoma/therapy
14.
Cancers (Basel) ; 15(23)2023 Nov 28.
Article in English | MEDLINE | ID: mdl-38067323

ABSTRACT

We appreciate the comment made by Chen et al. on our manuscript evaluating the systemic treatment options for gastrointestinal stromal tumours (GIST) [...].

15.
Eur J Cancer ; 195: 113391, 2023 12.
Article in English | MEDLINE | ID: mdl-37918286

ABSTRACT

BACKGROUND: To investigate the activity of regorafenib in advanced solitary fibrous tumour (SFT). METHODS: An Italian monocentric investigator-initiated exploratory single-arm Phase II trial was conducted of regorafenib in adult patients with advanced and progressive SFT, until progression or limiting toxicity. Prior treatment with antiangiogenics was allowed. Primary and secondary end-points were: overall response rate (ORR) by Choi criteria, and ORR by RECIST, progression-free survival (PFS), overall survival (OS). RESULTS: From January 2016 to February 2021, 18 patients were enroled [malignant-SFT = 13; dedifferentiated-SFT (D-SFT) = 4; typical-SFT (T-SFT) = 1]. Fourteen patients were pre-treated, in 12 cases with antiangiogenics (median [m-] lines of treatment = 3). Sixteen patients were evaluable for response (one screening failure; one early discontinuation). Six/16 (35.2%) required a definitive dose reduction. ORR by Choi was 37.5% (95% CI: 15.2-64.6), with 6/16 (37.5%) partial responses (PR), 6/16 (37.5%) stable disease (SD) and 4/16 (25%) progressions; 5/6 responses occurred in patients pre-treated with antiangiogenics. No responses were detected in D-SFT. Best RECIST responses were: 1/16 (6.2%) PR, 12/16 (75%) SD, 3/16 (18.8%) progressions. At 48.4 month m-FU, m-PFS by Choi was 4.7 (inter-quartile range: 2.4-13.1) months, with 31.2% patients progression-free at 1 year. CONCLUSION: Regorafenib showed activity in SFT, with 30% patients free-from-progression at one year. Responses were observed also in patients pretreated and refractory to another antiangiogenic agents. However, ORR and m-PFS were lower than reported with other antiangiogenics, and this was possibly due to discrepancies in the patient population and the high-rate of dose reductions.


Subject(s)
Angiogenesis Inhibitors , Solitary Fibrous Tumors , Adult , Humans , Angiogenesis Inhibitors/pharmacology , Phenylurea Compounds/pharmacology , Pyridines/pharmacology , Solitary Fibrous Tumors/drug therapy
16.
Cell Death Dis ; 14(11): 725, 2023 11 08.
Article in English | MEDLINE | ID: mdl-37938546

ABSTRACT

Mesothelioma is an aggressive cancer of the mesothelial layer associated with an extensive fibrotic response. The latter is in large part mediated by cancer-associated fibroblasts which mediate tumour progression and poor prognosis. However, understanding of the crosstalk between cancer cells and fibroblasts in this disease is mostly lacking. Here, using co-cultures of patient-derived mesothelioma cell lines and lung fibroblasts, we demonstrate that fibroblast activation is a self-propagated process producing a fibrotic extracellular matrix (ECM) and triggering drug resistance in mesothelioma cells. Following characterisation of mesothelioma cells/fibroblasts signalling crosstalk, we identify several FDA-approved targeted therapies as far more potent than standard-of-care Cisplatin/Pemetrexed in ECM-embedded co-culture spheroid models. In particular, the SRC family kinase inhibitor, Saracatinib, extends overall survival well beyond standard-of-care in a mesothelioma genetically-engineered mouse model. In short, we lay the foundation for the rational design of novel therapeutic strategies targeting mesothelioma/fibroblast communication for the treatment of mesothelioma patients.


Subject(s)
Cancer-Associated Fibroblasts , Mesothelioma, Malignant , Mesothelioma , Animals , Mice , Humans , Mesothelioma/drug therapy , Mesothelioma/genetics , Fibroblasts , Lung
17.
Lancet Oncol ; 24(11): 1277-1286, 2023 Nov.
Article in English | MEDLINE | ID: mdl-37922931

ABSTRACT

BACKGROUND: Retroperitoneal sarcomas are tumours with a poor prognosis. Upfront characterisation of the tumour is difficult, and under-grading is common. Radiomics has the potential to non-invasively characterise the so-called radiological phenotype of tumours. We aimed to develop and independently validate a CT-based radiomics classification model for the prediction of histological type and grade in retroperitoneal leiomyosarcoma and liposarcoma. METHODS: A retrospective discovery cohort was collated at our centre (Royal Marsden Hospital, London, UK) and an independent validation cohort comprising patients recruited in the phase 3 STRASS study of neoadjuvant radiotherapy in retroperitoneal sarcoma. Patients aged older than 18 years with confirmed primary leiomyosarcoma or liposarcoma proceeding to surgical resection with available contrast-enhanced CT scans were included. Using the discovery dataset, a CT-based radiomics workflow was developed, including manual delineation, sub-segmentation, feature extraction, and predictive model building. Separate probabilistic classifiers for the prediction of histological type and low versus intermediate or high grade tumour types were built and tested. Independent validation was then performed. The primary objective of the study was to develop radiomic classification models for the prediction of retroperitoneal leiomyosarcoma and liposarcoma type and histological grade. FINDINGS: 170 patients recruited between Oct 30, 2016, and Dec 23, 2020, were eligible in the discovery cohort and 89 patients recruited between Jan 18, 2012, and April 10, 2017, were eligible in the validation cohort. In the discovery cohort, the median age was 63 years (range 27-89), with 83 (49%) female and 87 (51%) male patients. In the validation cohort, median age was 59 years (range 33-77), with 46 (52%) female and 43 (48%) male patients. The highest performing model for the prediction of histological type had an area under the receiver operator curve (AUROC) of 0·928 on validation, based on a feature set of radiomics and approximate radiomic volume fraction. The highest performing model for the prediction of histological grade had an AUROC of 0·882 on validation, based on a radiomics feature set. INTERPRETATION: Our validated radiomics model can predict the histological type and grade of retroperitoneal sarcomas with excellent performance. This could have important implications for improving diagnosis and risk stratification in retroperitoneal sarcomas. FUNDING: Wellcome Trust, European Organisation for Research and Treatment of Cancer-Soft Tissue and Bone Sarcoma Group, the National Institutes for Health, and the National Institute for Health and Care Research Biomedical Research Centre at The Royal Marsden NHS Foundation Trust and The Institute of Cancer Research.


Subject(s)
Leiomyosarcoma , Liposarcoma , Retroperitoneal Neoplasms , Sarcoma , Soft Tissue Neoplasms , Humans , Male , Female , Aged , Adult , Middle Aged , Aged, 80 and over , Leiomyosarcoma/pathology , Retrospective Studies , Sarcoma/pathology , Liposarcoma/diagnostic imaging , Liposarcoma/pathology , Soft Tissue Neoplasms/pathology , Retroperitoneal Neoplasms/pathology , Tomography, X-Ray Computed
18.
Cancers (Basel) ; 15(16)2023 Aug 13.
Article in English | MEDLINE | ID: mdl-37627109

ABSTRACT

Gastrointestinal stromal tumours (GIST) are the most common mesenchymal tumours of the gastrointestinal tract. Surgical treatment is recommended for the majority of localised GIST, while systemic treatment is the cornerstone of management for metastatic or unresectable disease. While a three-year regimen of imatinib is the standard of care in the adjuvant setting, there is no precise recommendation for the duration of neoadjuvant treatment, where imatinib is usually given between 4 and 12 months. Continuous treatment with imatinib at a dose of 400 mg once per day is recommended for most patients with unresectable or metastatic GIST in the first line. An exception is represented by patients with tumours harbouring the imatinib-insensitive PDGFRA D842V mutation who would be better treated with avapritinib. Targeted therapies are also recommended in the presence of NTRK rearrangements and BRAF mutations, although limited data are available. While an increase in the dose of imatinib to 800 mg is an option for the second line, sunitinib is usually considered the standard of care. Similar outcomes were reported for ripretinib in patients with tumours harbouring KIT exon 11 mutation, with significantly fewer side effects. Regorafenib and ripretinib are the standards of care in the third and fourth lines, respectively. The recent development of various systemic treatment options allows for a more personalised approach based on the molecular profile of the GIST, patient characteristics, and the profile of medications' adverse events. A multidisciplinary approach is paramount since combining systemic treatment with locoregional treatment options and supportive care is vital for long-term survival.

19.
Clin Ophthalmol ; 17: 2063-2069, 2023.
Article in English | MEDLINE | ID: mdl-37496849

ABSTRACT

Purpose: To assess the face and content validity of an artificial eye model for secondary intraocular lens (IOL) fixation via the Yamane technique. Methods: Ophthalmologists and residents participated in a 90-minute simulation session on secondary IOL fixation via the Yamane technique. Hands-on practice of this technique was performed on an artificial eye, the Bioniko Okulo BR8. After, all ophthalmologists answered an 18-question survey assessing the face and content validity of the model. Survey responses were recorded on a 5-point double-headed Likert scale, ranging from strongly agree (1)-to-strongly disagree (5) (Figure 1). Results: Twenty-three surveys were completed. Respondents rated the survey with a median response of 1 (strongly agree)-to-3 (neutral). Highest ratings for the model were received for "usefulness for training residents", and "easier to set up and clean-up compared to a cadaver". Lowest ratings were received for realism of the model compared to cadaveric eyes. Statistical analysis revealed no significant difference among identified groups. Ratings for face and content validity were viewed favorably, both with an overall median response of 2.00 (agree). Conclusion: The Bioniko Okulo BR8 shows promise as a valid tool for practicing secondary IOL fixation via the Yamane technique. Considering recent guidelines in competency-based ophthalmology education programs, this model may be a valuable tool over traditional techniques for teaching and improving surgical skill amongst trainees.

20.
Expert Opin Pharmacother ; 24(12): 1395-1401, 2023.
Article in English | MEDLINE | ID: mdl-37326105

ABSTRACT

INTRODUCTION: Epithelioid sarcoma (ES) is a rare soft tissue sarcoma subtype, predominantly occurring in children and young adults. Despite optimal management of localized disease, approximately 50% of patients develop advanced disease. The management of advanced ES remains challenging due to limited response to conventional chemotherapy and despite novel oral EZH2 inhibitors that have better tolerability but similar efficacy to chemotherapy. AREAS COVERED: We performed a literature review using the PubMed (MEDLINE) and Web of Science databases. We have focused on the role of chemotherapy, targeted agents such as EZH2 inhibitors, potential new targets and immune checkpoint inhibitors and combinations of therapies currently undergoing clinical investigation. EXPERT OPINION: ES is a soft tissue sarcoma with a heterogeneous pathological, clinical, and molecular presentation. In the current era of precision medicine, more trials with targeted therapies and a combination of chemotherapy or immunotherapy with targeted therapies are required to establish optimal treatment for ES.


Subject(s)
Antineoplastic Agents , Sarcoma , Soft Tissue Neoplasms , Child , Young Adult , Humans , Antineoplastic Agents/therapeutic use , Soft Tissue Neoplasms/drug therapy , Immunotherapy , Sarcoma/drug therapy , Sarcoma/pathology
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