Usefulness of ENT clinical examinations in hospitalised patients chronically addicted to alcohol and tobacco to detect head and neck squamous cell carcinomas. A retrospective study of 159 patients.

OBJECTIVE: To determine whether an ENT clinical screening examination done on all patients chronically addicted to alcohol or tobacco would allow the early diagnosis of cancer of the upper aerodigestive tract. STUDY DESIGN: Case series with chart review. SETTING: Non-university general hospital. SUBJECTS AND METHODS: A total of 159 patients presenting chronic addiction to alcohol or tobacco hospitalized in an addiction center or a comprehensive medical clinic were included in this study covering the period 2011-2016. All patients systematically benefitted from an ENT clinical examination to detect mucous membrane lesions. The lesions were categorized as: cancerous, pre-cancerous, or benign. The patients were divided into two groups for comparison: 1) patients with symptoms (dysphagia, dysphonia, dyspnea upon inhalation, cervico-facial pain, secondary otalgia, pharyngeal discomfort unrelated to deglutition, presence of a cervical swelling, or weight loss), and 2) asymptomatic patients. RESULTS: The ENT exam was normal in 121 patients (76.1%). Fifty-two patients (32.7%) had at least one symptom. The ENT exam allowed us to detect a benign lesion in 11 patients, a pre-cancerous lesion in 11 patients, and a cancer in 16 (13.22%) patients. All patients with cancer had at least one symptom. CONCLUSION: An ENT clinical screening examination done on patients chronically addicted to alcohol or tobacco can allow early diagnosis of cancer, particularly in patients with at least one symptom.

PCR-based detection of Aspergillus fumigatus and absence of azole resistance due to TR34 /L98H in a french multicenter cohort of 137 patients with fungal rhinosinusitis.

Fungal rhinosinusitis (FRS) has a worldwide distribution, comprises distinct clinical entities but is mostly due to Aspergillus among which Aspergillus fumigatus plays a major role in European countries. Although, there is accumulating evidence for the emergence of environmentally acquired-azole resistance in A. fumigatus (such as TR34 /L98H) in various clinical settings, there is few data for patients with FRS. In this study, we aimed to investigate the prevalence of A. fumigatus azole resistance due to TR34 /L98H in a multicentre cohort of patients with FRS. One hundred and thirty-seven patients with FRS admitted between 2002 and 2016 at four French medical centres were retrospectively enrolled. Clinical and mycological findings were collected. Aspergillus fumigatus and the TR34 /L98H alteration conferring azole resistance were investigated directly from clinical samples using the commercial CE-IVD marked MycoGENIE® A. fumigatus real-time PCR assay. Fungal ball was the more frequent clinical form (n = 118). Despite the presence of fungal hyphae at direct microscopic examination, mycological cultures remained negative for 83 out of the 137 patients (60.6%). The PCR assay proved to be useful allowing the identification of A. fumigatus and etiological diagnosis in 106 patients (77.4%) compared with 44 patients (32.1%) when using culture as the reference method. Importantly, neither TR34 nor L98H alterations were evidenced.

Short-term culture of tumour slices reveals the heterogeneous sensitivity of human head and neck squamous cell carcinoma to targeted therapies.

BACKGROUND: Despite recent progress, investigating the impact of targeted therapies on Head and Neck Squamous Cell Carcinoma (HNSCC) remains a challenge. We investigated whether short-term culture of tumour fragments would permit the evaluation of tumour sensitivity to targeted therapies at the individual level. METHODS: We cultivated tumour slices prepared from 18 HNSCC tumour samples obtained during surgical resection. The samples were treated for 48 h with a panel of 8 targeted therapies directed against selected oncogenic transduction pathways. We analysed the cell proliferation index (CPI) of tumour cells using Ki67 labelling and the activation status of the RAF-MEK-ERK cascade through ERK phosphorylation analysis. RESULTS: Fourteen tumours were successfully analysed after short-term culture of tumour samples, revealing a striking individual heterogeneity of HNSCC in terms of tumour cell sensitivity to targeted therapies. Using 50% inhibition of CPI as threshold, sorafenib was shown to be active in 5/14 tumours. Cetuximab, the only approved targeted drug against HNSCC, was active in only 2/14 tumours. A more than 50% inhibition was observed with at least one drug out of the eight tested in 10/14 tumours. Cluster analysis was carried out in order to examine the effect of the drugs on cell proliferation and the RAF-MEK-ERK cascade. CONCLUSIONS: In vitro culture of tumour fragments allows for the evaluation of the effects of targeted therapies on freshly resected human tumours, and might be of value as a possible guide for the design of clinical trials and for the personalization of the medical treatment of HNSCC.

Erythrovirus B19 and autoimmune thyroid diseases. Review of the literature and pathophysiological hypotheses.

Erythrovirus B19 (EVB19) has been incriminated, over recent years, in the onset and/or pathogenesis of many diseases, especially autoimmune thyroid diseases. This review of the literature (published over the last 40 years using Pubmed and Science Direct search engines) was designed to define the role of EVB19, particularly in autoimmune thyroid diseases.Two cases of subacute thyroiditis, one case of Graves' disease (associated with type 1 diabetes and rheumatoid arthritis), and one case of Hashimoto's thyroiditis following acute EVB19 infection were reported. A retrospective case-control study in a pediatric population demonstrated the role of EVB19 in Hashimoto's thyroiditis. Four retrospective studies of pathology slides (including PCR, immunohistochemistry or in situ hybridization) and a prospective case-control study on pathology slides demonstrated the presence of EVB19 in thyroid tissue of patients with benign multinodular goiter, Graves' disease, autoimmune thyroiditis (including Hashimoto's thyroiditis), and thyroid cancer. EVB19 can be demonstrated in the thyroid gland in a wide range of diseases. Although acute EVB19 infection could theoretically trigger autoimmune thyroid disease, there is currently no evidence that EVB19 plays a specific role in the pathophysiology of autoimmune thyroid diseases.

Immunohistochemical- and PCR-based assay for the reproducible, routine detection of erythrovirus B19 in thyroid tissues.

It is generally accepted that thyroid follicle cells are at least semi-permissive for erythrovirus B19 (EVB19). Thus, various laboratory techniques have been successfully used to detect EVB19 in the thyroid gland, including polymerase chain reaction (PCR), immunohistochemistry, and in situ hybridization. However, the detection of EVB19 within the thyroid gland is problematic, and none of the detection protocols in the literature have been unequivocally validated. This multidisciplinary study in which 32 thyroidectomy subjects undergoing thyroidectomy in a French University hospital were prospectively recruited was performed over a period of 3 years. Prior to surgery, all the subjects were assayed for blood levels of anti-EVB19 antibodies and (using a quantitative PCR [qPCR] assay) EVB19 itself. A qPCR assay for EVB19 and an immunohistochemical assay (based on polyclonal anti-VP2 antibodies) were performed on the thyroidectomy samples. None of the subjects had an acute EVB19 infection. A viral load was detected in two serum samples and six thyroid biopsies. Three subjects had both a positive immunohistochemical assay and a positive qPCR assay for the thyroid tissue. It is noteworthy that the thyroid immunohistochemical and qPCR assays were negative in the two patients with detectable serum loads of EVB19. In conclusion, EVB19 can be detected in thyroid follicle cells by using immunohistochemical and qPCR assays. Ideally, patients should be tested with both PCR and immunohistochemical assays, in order to unequivocally confirm or rule out the presence of EVB19 in the thyroid gland. The present protocol must now be validated in larger series--notably with respect to its reliability and in order to determine qPCR positivity thresholds for application in future large-scale studies.

Initial staging of head and neck squamous cell carcinoma. What is the place of bronchoscopy and upper GI endoscopy?

To determine the place of bronchoscopy and upper GI endoscopy in the initial staging of head and neck squamous cell carcinoma (HNSCC). A 10-year retrospective study was conducted on a series of 838 patients. As part of initial staging of the tumor, all patients were examined by neck and chest CT scan, 487 patients were examined by bronchoscopy and 588 patients were examined by upper GI endoscopy. Esophageal cancer was detected in 4.25 % of cases and lung cancer in 6.35 % of cases. Chest CT scan was statistically superior to bronchoscopy to detect second lung cancers (p < 0.05). On multivariate analysis, oral cancers (p = 0.009) and multiple (synchronous) HNSCC (p = 0.009) were associated with the presence of a second lung cancer. Systematic bronchoscopy (performed by a pulmonologist) might not to be indicated for initial staging of HNSCC, particularly in the presence of normal chest CT scan. In case of abnormal Chest CT scan, patients should be referred to a pulmonologist. However, as oral cancers and multiple (synchronous) HNSCCs were statistically associated with the presence of a second lung cancer in this study, bronchoscopy might be indicated in these cases in order to detect rare small proximal bronchic lesions which might be invisible on chest CT scan in these patients at risk. More, systematic upper GI endoscopy (performed by a gastroenterologist) for initial staging of HNSCC might also not to be indicated in a majority of cases.

Functional or radical surgical treatment of laryngeal chondrosarcoma, analysis of survival and prognostic factors: A REFCOR and NetSarc-ResOs multicenter study of 74 cases.

INTRODUCTION: Laryngeal chondrosarcoma (LCS) is a rare tumor of slow evolution whose treatment is poorly codified. For a long time, a radical treatment by total laryngectomy (TL) was proposed. More recent studies tend to propose a conservative surgical approach of the larynx. The objective of this study was to compare the overall survival (OS) of total laryngectomized patients (TL+) versus non-laryngectomized patients (TL-). The secondary objectives were to analyse the reoperation free survival (RFS), the total laryngectomy free survival (TLFS) and to identify the preoperative factors leading surgeons to propose TL. MATERIALS AND METHODS: A retrospective analysis of prospectively collected incident cases from the REFCOR and NetSarc-ResOs multicenter databases between March 1997 and June 2021 was conducted. A propensity score matching analysis was performed to compare the OS of TL+ and TL-patients. RESULTS: 74 patients were included. After propensity score, the 5-year OS of TL+ and TL-patients was comparable (100 %, p = 1). The 5-year RFS rate was 69.2 % (95 % CI [57.5-83.4]) and the 5-year TLFS was 61.7 % (95 % CI [50.4-75.5]). Cricoid involvement greater than 50 % (HR 3.58; IC 95 % [1.61-7.92] p < 0.001), an ASA score of 3 or 4 (HR 5.07; IC 95 % [1.64-15.67] p = 0.009) and involvement of several cartilages (HR 5.26; IC 95 % [1.17-23.6] p = 0.04) are prognostic factors for TL. Dyspnea caused by the tumour is a prognostic factor for reoperation (HR 2.59; IC 95 % [1.04-6.45] p = 0.03). CONCLUSION: These results demonstrate that conservative treatment should be considered as first-line treatment for laryngeal chondrosarcoma.

Detection of erythrovirus B19 in thyroidectomy specimens from Graves' disease patients: a case-control study.

Environmental factors, such as viruses, are thought to contribute to the development of thyroid autoimmunity. Erythrovirus B19 (EVB19) is suspected to be involved in Hashimoto's thyroiditis, but no direct evidence is available concerning the role of EVB19 infection in Graves' disease. The objective of this study was to investigate whether the presence of EVB19 is more frequent in thyroidectomy specimens of patients undergoing thyroidectomy for Graves' disease (cases) than for multinodular thyroid (controls). Serum and thyroidectomy specimens were prospectively collected from 64 patients referred for total thyroidectomy over a 5-year period (2007-2011) and were investigated retrospectively and blindly for circulating EVB19 DNA by q-PCR (Qiagen), and for EVB19 thyrocyte infection by immunochemistry (VP2-Antibody, Dako). EVB19 serology was also determined. General clinical and laboratory data were collected. Twenty patients were referred for Graves' disease and 44 patients were referred for non-autoimmune multinodular thyroid. Patients with thyroid cancer were excluded. Ten percent of Graves' disease patients and 27.7% of control patients had positive staining of thyrocytes for EVB19 antibodies (ns). EVB19-positive and EVB19-negative cases did not differ. EVB19-positive controls were older than EVB19-negative controls (mean age: 57.5 [35-74] vs. 45 [28-80] years, P=0.03) No case of acute EVB19 infection was identified. EVB19-positive serology was more frequent in controls than in Graves' disease patients (88% vs. 45%, P<0.0001). EVB19 was detected in thyrocytes, but not more frequently in Graves' disease patients than in controls. Further studies are needed to determine the role of EVB19 infection in thyroid diseases.

An unusual intraventricular interthalamic vein: two anatomical case reports.

Neurosurgeons use ventricular veins during an endoscopic third ventriculocisternostomy as landmark to progress in ventricles. In the current literature, there is lack of detailed intraventricular venous anatomy. Majority of those papers treats Monro's foramen venous variations. There are no data of third ventricle venous anatomy and variations in the literature. We reported two cases of unusual interthalamic vein that we need to spare during endoscopy.

Serious spontaneous epistaxis and hypertension in hospitalized patients.

The aim of the study was to evaluate the role of hypertension in patients hospitalized for serious spontaneous epistaxis. This 6-year retrospective study was based on 219 patients hospitalized in a University Hospital ENT and Head and Neck surgery department for serious spontaneous epistaxis. The following parameters were recorded: length of hospital stay, history of hypertension, blood pressure (BP) recordings (on admission, during hospitalization and on discharge), epistaxis severity criteria, including medical and/or surgical management of epistaxis (blood transfusion depending on blood count, embolization, surgery), medications affecting clotting. Epistaxis was classified into two groups: serious and severe. No significant differences were observed between the two groups in terms of age, sex ratio, history of epistaxis and BP characteristics including history of hypertension, mean BP on admission, mean arterial pressure on discharge and number of patients in whom BP was difficult to control. Patients with more severe epistaxis had a similar exposure to anticoagulant and platelet antiaggregant medications as patients with less severe epistaxis. Overall, on univariate logistic regression analysis, no factors were independently associated with severity of epistaxis. The pathophysiology of serious spontaneous epistaxis remains to be unclear. It concerns elderly patients (>60-70 years old) with a history of hypertension in about 50% of cases. Serious spontaneous epistaxis may also be the presenting sign of underlying true hypertension in about 43% of patients with no history of hypertension. However, hypertension per se does not appear to be a statistically significant causal factor and/or a factor of severity of serious spontaneous epistaxis.

Microsurgical anatomy of the medial tentorial artery of Bernasconi-Cassinari.

OBJECTIVE: In the current literature, there is a lack of detailed map of the origin, course and relationships of the medial tentorial artery (MTA) of Bernasconi-Cassinari often implicated in various diseases such as dural arteriovenous fistulas of the cranial base, stenotic lesions of the ICA, saccular infraclinoid intracavernous aneurysms and tentorial meningiomas. METHODS: Using a colored silicone mix preparation, ten cranial bases were examined using ×3 to ×40 magnification of the surgical microscope. RESULTS: The MTA arose as a single branch in 95% of cases from the MHT at the level of the C4 segment of the internal carotid artery. The average length of the MTA was 21.7 mm (range 20.0-23.4 mm). The average diameter of the MTA was 0.53 mm (range 0.49-0.60 mm).The MTA passed just below the lower dural ring detached from the lower margin of the anterior clinoid process. During its course, the MTA drop over the intracavernous segment of the abducens nerve twisted at its exit from the Dorello's canal and overlay the trochlear into the thickness of the free margin of the tentorium cerebelli. Vascular relationships of the MTA were venous trabeculation of the cavernous sinus, basilar plexus and branches of the inferolateral trunk. The MTA sent two terminal branches: one medial rectilinear, which pursued the initial dorsal course, and the other shorter with a lateral course, which disappeared into the lateral wall of the cavernous sinus. The medial branch of the MTA curved laterally, ramifying within the free edge of the tentorium cerebelli and anastomosing along the base of the dorsal part of the falx. CONCLUSION: The implications of these anatomic findings for surgery or endovascular procedure are reviewed and discussed.

Genomics and precision surgery for head and neck squamous cell carcinoma.

The identification of the biological determinants that shape the response of tumors to medical therapies offers perspectives for better patient stratification and therapeutic targeting. Here, we discuss how genomics could help to improve the surgical treatment of head and neck squamous cell carcinoma (HNSCC). We examine the potential use of genomic analyses for: i) refining and standardizing the indications for surgery, ii) the choice of surgical procedure, and iii) the follow-up of patients with resected tumors. We highlight the studies that used genomics to explore the contribution of tumor biology to the outcome of surgery. We discuss the important developments that are challenging current surgical practice in HNSCC, such as neoadjuvant immunotherapy and the analysis of circulating DNA. Genomic analyses provide practical tools that could help improve the pathological diagnosis and staging of HNSCC, and increase the appreciation of the importance of tumor biology in the outcome of surgery. Identification of biomarkers will likely contribute to a move toward precision surgery of HNSCC, i.e. the personalization of surgical practice based on tumor biology.

Effect of nasal airway nonlinearities on oscillometric resistance measurements in infants.

Oscillometric measurements of respiratory system resistance (Rrs) in infants are usually made via the nasal pathways, which not only significantly contribute to overall Rrs but also introduce marked flow (V')-dependent changes. We employed intrabreath oscillometry in casts of the upper airways constructed from head CT images of 46 infants. We examined oscillometric nasal resistance (Rn) in upper airway casts with no respiratory flow (R0) and the effect of varying V' on Rn by simulating tidal breathing. A characteristic nonlinear relationship was found between Rn and V', exhibiting segmental linearity and a prominent breakpoint (V'bp) after log-log transformation. V'bp was linearly related to the preceding value of end-expiratory volume acceleration (V″eE; on average r2 = 0.96, P < 0.001). Rn depended on V', and R at end-expiration (ReE) showed a strong dependence on V″eE in every cast (r2 = 0.994, P < 001) with considerable interindividual variability. The intercept of the linear regression of ReE versus V″eE was found to be a close estimate of R0. These findings were utilized in reanalyzed Rrs data acquired in vivo in a small group of infants (n = 15). Using a graphical method to estimate R0 from ReE, we found a relative contribution of V'-dependent nonlinearity to total resistance of up to 33%. In conclusion, we propose a method for correcting the acceleration-dependent nonlinearity error in ReE. This correction can be adapted to estimate R0 from a single intrabreath oscillometric measurement, which would reduce the masking effects of the upper airways on the changes in the intrathoracic resistance.NEW & NOTEWORTHY Oscillometric measurements of respiratory system resistance (Rrs) in infants are usually made via the nasal pathways, which not only significantly contribute to overall Rrs but also introduce marked flow acceleration-dependent distortions. Here, we propose a method for correcting flow acceleration-dependent nonlinearity error based on in vitro measurements in 3D-printed upper airway casts of infants as well as in vivo measurements. This correction can be adapted to estimate Rrs from a single intrabreath oscillometric measurement.

Detection of enterovirus RNA in postoperative thyroid tissue specimens.

CONTEXT: Autoimmune thyroiditis is a very common disease. A genetic predisposition and environmental factors such as viruses are thought to contribute to the development of autoimmune thyroiditis. Enteroviruses, which are involved in other autoimmune diseases, are attractive candidates. OBJECTIVE: To investigate the presence of enteroviral genome sequences in postoperative thyroid tissues with lymphocytic infiltration, a common histological feature of thyroiditis. SUBJECTS AND METHODS: Postoperative thyroid specimens collected prospectively from 86 patients were blindly frozen at -80 degrees C. The presence of EV genome sequences in the samples was blindly investigated by real-time RT-PCR. Clinical data, histological findings and levels of anti-TPO antibodies were collected. RESULTS: EV-RNA detection was positive (up to 36 cycles) or weakly positive (37-39 cycles) in 22 out of 86 patients (25%). EV-RNA (positive or weakly positive signal) was detected in 5 out of 27 (18.5%) thyroid specimens with lymphocytic infiltration, and in 17 out of 59 (29%) thyroid specimens without lymphocytic infiltration (P = 0.4). No correlation was observed between EV-RNA detection in thyroid and the presence of anti-TPOAb. EV-RNA was detected in 3 out of 11 patients histologically diagnosed as thyroiditis (27.3%) and in 18 out of 74 patients (24.3%) with thyroid tumours (multinodular goitre, adenoma and carcinoma) (P = 0.5) and in one patient with a normal thyroid. CONCLUSION: EV-RNA can be detected in thyroid tissue from patients with various thyroid diseases, but there is no relationship between the presence of EV-RNA and thyroiditis. Further studies are needed to clarify the role of EV in thyroid diseases.

'Aggressive papillary' thyroid microcarcinoma.

The objective of this study is to highlight the fact that papillary thyroid microcarcinoma can be aggressive, requiring therapeutic management similar to that of other differentiated thyroid cancers. This 8-year retrospective study concerned 187 surgical patients managed in an ENT and Head and Neck surgery department for thyroid cancer. 65 patients were found to have papillary microcarcinoma. 41 microcarcinomas were considered to be aggressive because of the presence of several risk factors such as larger than 5 mm, multifocal microcarcinomas, capsular effraction, vascular embolus, tumour extension beyond the thyroid parenchyma and metastatic lymphadenopathy. All patients with aggressive papillary microcarcinoma were treated by total thyroidectomy and (131)I. Ipsilateral recurrent laryngeal and lateral cervical lymph node dissections were performed in ten patients, ipsilateral cervical lymph node dissection was performed in six patients and bilateral recurrent laryngeal and lateral cervical lymph node dissections were performed in three patients. No recurrence or metastasis was observed (follow-up ranging from 6 months to 8 years). The optimal management of thyroid papillary microcarcinoma is still controversial. "Aggressive" papillary thyroid microcarcinoma is not rare and may justify aggressive treatment depending on the presence or absence of prognostic risk factors.

Epistaxis revealing the rupture of a carotid aneurysm of the cavernous sinus extending into the sphenoid: treatment using an uncovered stent and coils. Review of literature.

True carotid aneurysms with sphenoid extension and revealed by epistaxis are rare. A review of the literature shows the mortality risk of this pathology and the different therapeutic options. A 41-year-old female presented with a cavernous carotid aneurysm with sphenoid extension revealed by massive epistaxis. We propose a combined treatment of the affected vessel using coils and an uncovered stent. The first stage to stop the hemorrhages and occlude the aneurysm using the coil and the second stage several days later after anticoagulation using the stent to prevent revascularization. This treatment has been shown to be effective in producing immediate hemostasis and stable long-term occlusion.

Otitis media with effusion in children: Pathophysiology, diagnosis, and treatment. A review.

Otitis media with effusion (OME) is a frequent paediatric disorder. The condition is often asymptomatic, and so can easily be missed. However, OME can lead to hearing loss that impairs the child's language and behavioural development. The diagnosis is essentially clinical, and is based on otoscopy and (in some cases) tympanometry. Nasal endoscopy is only indicated in cases of unilateral OME or when obstructive adenoid hypertrophy is suspected. Otitis media with effusion is defined as the observation of middle-ear effusion at consultations three months apart. Hearing must be evaluated (using an age-appropriate audiometry technique) before and after treatment, so as not to miss another underlying cause of deafness (e.g. perception deafness). Craniofacial dysmorphism, respiratory allergy and gastro-oesophageal reflux all favour the development of OME. Although a certain number of medications (antibiotics, corticoids, antihistamines, mucokinetic agents, and nasal decongestants) can be used to treat OME, they are not reliably effective and rarely provide long-term relief. The benchmark treatment for OME is placement of tympanostomy tubes (TTs) and (in some cases) adjunct adenoidectomy. The TTs rapidly normalize hearing and effectively prevent the development of cholesteatoma in the middle ear. In contrast, TTs do not prevent progression towards tympanic atrophy or a retraction pocket. Adenoidectomy enhances the effectiveness of TTs. In children with adenoid hypertrophy, adenoidectomy is indicated before the age of 4 but can be performed later when OME is identified by nasal endoscopy. Children must be followed up until OME has disappeared completely, so that any complications are not missed.

A three-gene expression signature associated with positive surgical margins in tongue squamous cell carcinomas: Predicting surgical resectability from tumour biology?

OBJECTIVES: Achieving complete tumour resection is one of the main goals of surgery for head and neck squamous cell carcinoma (HNSCC) tumours. Whether biological characteristics of tumours contribute to the surgical resectability and the presence of positive surgical margins (SM) after resection of HNSCC is unclear. We aimed to address this issue. MATERIALS AND METHODS: We used data from The Cancer Genome Atlas (TCGA) to relate the SM status of 356 HNSCC tumours covering five major primary locations (tongue, larynx, tonsils, floor of mouth and buccal mucosa) with data from multiple omics approaches (transcriptomic, genomic and proteomic analyses). RESULTS: We identified three differentially expressed genes whose expression was significantly associated with the presence of positive SM in tongue tumours (n = 144). The three genes (CCDC66, ZRANB2 and VCPKMT) displayed significantly higher mRNA levels in tongue tumours with positive SM compared to tumours with negative SM. The corresponding gene expression signature identified tongue tumours with a positive SM with high sensitivity and specificity (85% and 76%, respectively, Area Under the Curve (AUC) = 0.84). Tongue tumours with this signature were characterised by a high grade, elevated proliferation levels and a tumour stroma with fewer fibroblasts and endothelial cells. CONCLUSION: Positive SM were found to be strikingly associated with tumour biology in tongue tumours. These findings offer interesting perspectives for biomarker identification and precision surgery in these tumours.