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1.
Nature ; 606(7916): 984-991, 2022 06.
Article in English | MEDLINE | ID: mdl-35705804

ABSTRACT

Gains and losses of DNA are prevalent in cancer and emerge as a consequence of inter-related processes of replication stress, mitotic errors, spindle multipolarity and breakage-fusion-bridge cycles, among others, which may lead to chromosomal instability and aneuploidy1,2. These copy number alterations contribute to cancer initiation, progression and therapeutic resistance3-5. Here we present a conceptual framework to examine the patterns of copy number alterations in human cancer that is widely applicable to diverse data types, including whole-genome sequencing, whole-exome sequencing, reduced representation bisulfite sequencing, single-cell DNA sequencing and SNP6 microarray data. Deploying this framework to 9,873 cancers representing 33 human cancer types from The Cancer Genome Atlas6 revealed a set of 21 copy number signatures that explain the copy number patterns of 97% of samples. Seventeen copy number signatures were attributed to biological phenomena of whole-genome doubling, aneuploidy, loss of heterozygosity, homologous recombination deficiency, chromothripsis and haploidization. The aetiologies of four copy number signatures remain unexplained. Some cancer types harbour amplicon signatures associated with extrachromosomal DNA, disease-specific survival and proto-oncogene gains such as MDM2. In contrast to base-scale mutational signatures, no copy number signature was associated with many known exogenous cancer risk factors. Our results synthesize the global landscape of copy number alterations in human cancer by revealing a diversity of mutational processes that give rise to these alterations.


Subject(s)
DNA Copy Number Variations , DNA Mutational Analysis , Neoplasms , Aneuploidy , Chromothripsis , DNA Copy Number Variations/genetics , Haploidy , Homologous Recombination/genetics , Humans , Loss of Heterozygosity/genetics , Mutation , Neoplasms/genetics , Neoplasms/pathology , Exome Sequencing
2.
Nat Methods ; 19(3): 296-306, 2022 03.
Article in English | MEDLINE | ID: mdl-35277705

ABSTRACT

Bulk-tissue DNA methylomes represent an average over many different cell types, hampering our understanding of cell-type-specific contributions to disease development. As single-cell methylomics is not scalable to large cohorts of individuals, cost-effective computational solutions are needed, yet current methods are limited to tissues such as blood. Here we leverage the high-resolution nature of tissue-specific single-cell RNA-sequencing datasets to construct a DNA methylation atlas defined for 13 solid tissue types and 40 cell types. We comprehensively validate this atlas in independent bulk and single-nucleus DNA methylation datasets. We demonstrate that it correctly predicts the cell of origin of diverse cancer types and discovers new prognostic associations in olfactory neuroblastoma and stage 2 melanoma. In brain, the atlas predicts a neuronal origin for schizophrenia, with neuron-specific differential DNA methylation enriched for corresponding genome-wide association study risk loci. In summary, the DNA methylation atlas enables the decomposition of 13 different human tissue types at a high cellular resolution, paving the way for an improved interpretation of epigenetic data.


Subject(s)
DNA Methylation , Epigenome , CpG Islands , Epigenesis, Genetic , Epigenomics , Genome-Wide Association Study , Humans , Neurons/metabolism
3.
ORL J Otorhinolaryngol Relat Spec ; 85(6): 312-320, 2023.
Article in English | MEDLINE | ID: mdl-37062268

ABSTRACT

BACKGROUND: Definitions are essential for effective communication and discourse, particularly in science. They allow the shared understanding of a thought or idea, generalization of knowledge, and comparison across scientific investigation. The current terms describing olfactory dysfunction are vague and overlapping. SUMMARY: As a group of clinical olfactory researchers, we propose the standardization of the terms "dysosmia," "anosmia," "hyposmia," "normosmia," "hyperosmia," "olfactory intolerance," "parosmia," and "phantosmia" (or "olfactory hallucination") in olfaction-related communication, with specific definitions in this text. KEY MESSAGES: The words included in this paper were determined as those which are most frequently used in the context of olfactory function and dysfunction, in both clinical and research settings. Despite widespread use in publications, however, there still exists some disagreement in the literature regarding the definitions of terms related to olfaction. Multiple overlapping and imprecise terms that are currently in use are confusing and hinder clarity and universal understanding of these concepts. There is a pressing need to have a unified agreement on the definitions of these olfactory terms by researchers working in the field of chemosensory sciences. With the increased interest in olfaction, precise use of these terms will improve the ability to integrate and advance knowledge in this field.


Subject(s)
Olfaction Disorders , Smell , Humans , Anosmia , Olfaction Disorders/diagnosis , Hallucinations
4.
J Pathol ; 252(2): 151-164, 2020 10.
Article in English | MEDLINE | ID: mdl-32666581

ABSTRACT

Diagnosing MPNST can be challenging, but genetic alterations recently identified in polycomb repressive complex 2 (PRC2) core component genes, EED and SUZ12, resulting in global loss of the histone 3 lysine 27 trimethylation (H3K27me3) epigenetic mark, represent drivers of malignancy and a valuable diagnostic tool. However, the reported loss of H3K27me3 expression ranges from 35% to 84%. We show that advances in molecular pathology now allow many MPNST mimics to be classified confidently. We confirm that MPNSTs harbouring mutations in PRC2 core components are associated with loss of H3K27me3 expression; whole-genome doubling was detected in 68%, and SSTR2 was amplified in 32% of MPNSTs. We demonstrate that loss of H3K27me3 expression occurs overall in 38% of MPNSTs, but is lost in 76% of histologically classical cases, whereas loss was detected in only 23% cases with heterologous elements and 14% where the diagnosis could not be provided on morphology alone. H3K27me3 loss is rarely seen in other high-grade sarcomas and was not found to be associated with an inferior outcome in MPNST. We show that DNA methylation profiling distinguishes MPNST from its histological mimics, was unrelated to anatomical site, and formed two main clusters, MeGroups 4 and 5. MeGroup 4 represents classical MPNSTs lacking H3K27me3 expression in the majority of cases, whereas MeGroup 5 comprises MPNSTs exhibiting non-classical histology and expressing H3K27me3 and cluster with undifferentiated sarcomas. The two MeGroups are distinguished by differentially methylated PRC2-associated genes, the majority of which are hypermethylated in the promoter regions in MeGroup 4, indicating that the PRC2 target genes are not expressed in these tumours. The methylation profiles of MPNSTs with retention of H3K27me3 in MeGroups 4 and 5 are independent of mutations in PRC2 core components and the driver(s) in these groups remain to be identified. Our results open new avenues of investigation. © 2020 The Authors. The Journal of Pathology published by John Wiley & Sons, Ltd. on behalf of The Pathological Society of Great Britain and Ireland.


Subject(s)
Histones/metabolism , Neurofibrosarcoma/diagnosis , Neurofibrosarcoma/pathology , Adolescent , Adult , Aged , Aged, 80 and over , Biomarkers, Tumor/analysis , DNA Methylation , Female , Gene Expression Profiling , Humans , Male , Middle Aged , Neurofibrosarcoma/classification , Young Adult
5.
BMC Infect Dis ; 21(1): 221, 2021 Feb 25.
Article in English | MEDLINE | ID: mdl-33632171

ABSTRACT

BACKGROUND: Loss of smell and/or taste are cardinal symptoms of COVID-19. 'Long-COVID', persistence of symptoms, affects around one fifth of people. However, data regarding the clinical resolution of loss of smell and/or taste are lacking. In this study we assess smell and taste loss resolution at 4-6 week follow-up, aim to identify risk factors for persistent smell loss and describe smell loss as a feature of long-COVID in a community cohort in London with known SARS-CoV-2 IgG/IgM antibody status. We also compare subjective and objective smell assessments in a subset of participants. METHODS: Four hundred sixty-seven participants with acute loss of smell and/or taste who had undergone SARS-CoV-2 IgG/IgM antibody testing 4-6 weeks earlier completed a follow-up questionnaire about resolution of their symptoms. A subsample of 50 participants completed an objective olfactory test and results were compared to subjective smell evaluations. RESULTS: People with SARS-CoV-2 antibodies with an acute loss of sense of smell and taste were significantly less likely to recover their sense of smell/taste than people who were seronegative (smell recovery: 57.7% vs. 72.1%, p = 0.027. taste recovery 66.2% vs. 80.3%, p = 0.017). In SARS-CoV-2 positive participants, a higher percentage of male participants reported full resolution of smell loss (72.8% vs. 51.4%; p < 0.001) compared to female participants, who were almost 2.5-times more likely to have ongoing smell loss after 4-6 weeks (OR 2.46, 95%CI 1.47-4.13, p = 0.001). Female participants with SARS-CoV-2 antibodies and unresolved smell loss and unresolved taste loss were significantly older (> 40 years) than those who reported full resolution. Participants who experienced parosmia reported lower smell recovery rates and participants with distorted taste perception lower taste recovery rates. Parosmia had a significant association to unresolved smell loss (OR 2.47, 95%CI 1.54-4.00, p < 0.001). CONCLUSION: Although smell and/or taste loss are often transient manifestations of COVID-19, 42% of participants had ongoing loss of smell, 34% loss of taste and 36% loss of smell and taste at 4-6 weeks follow-up, which constitute symptoms of 'long-COVID'. Females (particularly > 40 years) and people with a distorted perception of their sense of smell/taste are likely to benefit from prioritised early therapeutic interventions. TRIALS REGISTRATION: ClinicalTrials.gov NCT04377815 Date of registration: 23/04/2020.


Subject(s)
Ageusia/etiology , Antibodies, Viral/blood , COVID-19/complications , Olfaction Disorders/etiology , Adult , Cohort Studies , Female , Humans , Immunoglobulin M/blood , London , Male , Middle Aged , Olfaction Disorders/diagnosis , SARS-CoV-2 , Sex Factors , Smell , Surveys and Questionnaires , Treatment Outcome
6.
Eur J Public Health ; 31(5): 1021-1025, 2021 10 26.
Article in English | MEDLINE | ID: mdl-34233355

ABSTRACT

BACKGROUND: Early diagnosis of human papillomavirus (HPV) associated oropharyngeal cancer (OPC) is associated with improved survival. To achieve early diagnosis, it might be beneficial to increase awareness of the link between HPV and OPC. This increase of awareness could also be an important way to increase vaccination rates. The aim of our study was to explore the current public knowledge in the Netherlands regarding the association of HPV with OPC. METHODS: An online cross-sectional survey was used and sent by the company Flycatcher Internet Research to 1539 of their panel members. Data were analyzed statistically by gender, age, educational level and the participants' use of alcohol and tobacco. RESULTS: The response rate was 68% (1044 participants). Our data revealed that 30.6% of the participants had heard of HPV. There was a knowledge gap regarding HPV in males (P < 0.001), people older than 65 years (P < 0.001), people with low education level (P < 0.001) and current smokers (P < 0.001). Of the respondents who had heard of HPV, only 29.2% knew of the association between HPV and OPC. We also found that only 49.7% of the population knew of the existence of an HPV vaccine. CONCLUSIONS: The results of this survey indicate that the public awareness of HPV and the association of HPV with OPC is lacking. Interventions to increase awareness of HPV and its association with non-cervical cancer should be considered. This might help to increase the HPV vaccine uptake both for girls and boys and earlier diagnosis of this disease leading to improved survival.


Subject(s)
Alphapapillomavirus , Oropharyngeal Neoplasms , Cross-Sectional Studies , Humans , Netherlands/epidemiology , Oropharyngeal Neoplasms/epidemiology , Papillomaviridae
7.
Eur Arch Otorhinolaryngol ; 278(7): 2225-2228, 2021 Jul.
Article in English | MEDLINE | ID: mdl-32869160

ABSTRACT

BACKGROUND AND AIMS: Squamous cell carcinoma (SCC) of the temporal bone is a rare malignancy accounting for only 0.2% of head and neck cancers. There is currently no clear consensus on staging or common approach to management. It is the aim of this work to provide the readers with a review of the current literature on this malignancy. METHODS: A literature review was performed identifying 16 case series with patient numbers ranging from 12 to 124. A total of 708 patients were included in this review, 67% presented with advanced disease. 578 cases were managed operatively with lateral temporal bone resection, some underwent local resection alone in early stage disease. In all studies radiation therapy was used as an adjunct to some degree. RESULTS: More than half of studies reported 100% either 2-, 3- or 5-year survival for T1 and T2 disease with no nodal involvement. Survival correlated with disease stage and in five studies SCC differentiation was found to be a significant prognostic factor. Post-operative radiotherapy was found to improve survival in only one study. CONCLUSIONS: Temporal bone SCC is a readily treatable malignancy in early stage disease, however late stage disease has a poor prognosis. Differentiation of the SCC and stage of disease at presentation appear to have the greatest influence on 5-year survival rates. Further work is required in both the identification of early stage disease and in the treatment of later T3 and T4 lesions.


Subject(s)
Carcinoma, Squamous Cell , Head and Neck Neoplasms , Carcinoma, Squamous Cell/diagnosis , Carcinoma, Squamous Cell/pathology , Carcinoma, Squamous Cell/therapy , Humans , Neoplasm Staging , Prognosis , Retrospective Studies , Survival Rate , Temporal Bone/pathology
8.
Int J Cancer ; 146(8): 2305-2314, 2020 04 15.
Article in English | MEDLINE | ID: mdl-31950498

ABSTRACT

Now is an exciting era of development in immunotherapy checkpoint inhibitors and their effect on the treatment of NPC. While the general prognosis of R/M disease is poor, immunotherapy offers some promise in a malignancy associated with EBV and characterized by a peritumoural immune infiltrate. Our study aims to review past and on-going clinical trials of monoclonal antibody therapies against the checkpoint inhibitors (e.g. PD1 and CTLA-4), in R/M NPC. All randomized and nonrandomized controlled trials involving immune checkpoint inhibitor interventions for treatment of NPC were included in the study. We utilized a validated "risk of bias" tool to assess study quality. Four separate Phase I-II trials report the potential of PD1 inhibitor treatment for patients with NPC. Within the observed groups, camrelizumab combined with chemotherapy achieved an objective response in 91% of patients as first-line treatment for metastatic NPC (PFS 68% at 1-year) but this was associated with a high rate of grade >3 adverse events (87%; CTCAE version 4.03). The remaining three studies focused on recurrent NPC disease in patients who had received at least one line of prior chemotherapy. Within this group, camrelizumab monotherapy achieved an objective response in 34% of patients (PFS 27% at 1-year; range across all three studies 20.5-34%). No NPC trial has yet reported on specific outcomes for non-PD1 checkpoint inhibitors but 11 on-going studies include alternative targets (e.g. PD-L1/CTLA-4) as combination or monotherapy treatments. In considering checkpoint immunotherapies for NPC, initial results show promise for anti-PD1 interventions. Further phase I-III trials are in progress to clarify clinical outcomes, fully determine safety profiles, and optimize drug combinations and administration schedules.


Subject(s)
Antibodies, Monoclonal, Humanized/therapeutic use , B7-H1 Antigen/antagonists & inhibitors , CTLA-4 Antigen/antagonists & inhibitors , Nasopharyngeal Carcinoma/drug therapy , Nasopharyngeal Neoplasms/drug therapy , Programmed Cell Death 1 Receptor/antagonists & inhibitors , Antibodies, Monoclonal, Humanized/administration & dosage , Antineoplastic Combined Chemotherapy Protocols/therapeutic use , B7-H1 Antigen/immunology , CTLA-4 Antigen/immunology , Chemoradiotherapy , Clinical Trials, Phase I as Topic , Clinical Trials, Phase II as Topic , Clinical Trials, Phase III as Topic , Humans , Nasopharyngeal Carcinoma/immunology , Nasopharyngeal Neoplasms/immunology , Nivolumab/administration & dosage , Nivolumab/therapeutic use , Programmed Cell Death 1 Receptor/immunology
9.
Curr Oncol Rep ; 22(10): 106, 2020 07 29.
Article in English | MEDLINE | ID: mdl-32725435

ABSTRACT

PURPOSE OF REVIEW: Sinonasal cancers are a heterogenous group of rare cancers for which histopathological diagnosis can be very challenging and treatment options are limited for advanced disease in particular. Here, we review the candidacy of novel diagnostic and prognostic biomarkers, and therapeutic targets for sinonasal cancers. RECENT FINDINGS: Molecular multidimensional analyses of sinonasal cancers have been lagging behind other major cancers, but there are numerous publications describing the discovery of novel candidate biomarkers, e.g. the methylation classifier, originally developed for brain cancers, and gene expression panels for the prediction of response to induction chemotherapy in sinonasal undifferentiated carcinoma. The most promising biomarkers are summarized and discussed further with regard to their clinical applicability and future potential. Many of the described novel biomarkers for sinonasal cancers will eventually overcome the pitfalls associated with the frequently non-specific immunohistological tests. With comprehensive, multidimensional molecular testing of these tumours in collaborative consortia projects, our better understanding of the molecular mechanisms of sinonasal cancers and their carcinogenesis will determine the most useful diagnostic and prognostic biomarkers, allow stringent multi-institutional validation and guide trials on targeted therapies.


Subject(s)
Biomarkers, Tumor/analysis , Nose Neoplasms/diagnosis , Humans , Nose Neoplasms/blood , Nose Neoplasms/genetics , Nose Neoplasms/pathology , Paranasal Sinus Neoplasms/blood , Paranasal Sinus Neoplasms/diagnosis , Paranasal Sinus Neoplasms/genetics , Paranasal Sinus Neoplasms/pathology
10.
11.
Acta Neuropathol ; 136(2): 255-271, 2018 08.
Article in English | MEDLINE | ID: mdl-29730775

ABSTRACT

Olfactory neuroblastoma/esthesioneuroblastoma (ONB) is an uncommon neuroectodermal neoplasm thought to arise from the olfactory epithelium. Little is known about its molecular pathogenesis. For this study, a retrospective cohort of n = 66 tumor samples with the institutional diagnosis of ONB was analyzed by immunohistochemistry, genome-wide DNA methylation profiling, copy number analysis, and in a subset, next-generation panel sequencing of 560 tumor-associated genes. DNA methylation profiles were compared to those of relevant differential diagnoses of ONB. Unsupervised hierarchical clustering analysis of DNA methylation data revealed four subgroups among institutionally diagnosed ONB. The largest group (n = 42, 64%, Core ONB) presented with classical ONB histology and no overlap with other classes upon methylation profiling-based t-distributed stochastic neighbor embedding (t-SNE) analysis. A second DNA methylation group (n = 7, 11%) with CpG island methylator phenotype (CIMP) consisted of cases with strong expression of cytokeratin, no or scarce chromogranin A expression and IDH2 hotspot mutation in all cases. T-SNE analysis clustered these cases together with sinonasal carcinoma with IDH2 mutation. Four cases (6%) formed a small group characterized by an overall high level of DNA methylation, but without CIMP. The fourth group consisted of 13 cases that had heterogeneous DNA methylation profiles and strong cytokeratin expression in most cases. In t-SNE analysis, these cases mostly grouped among sinonasal adenocarcinoma, squamous cell carcinoma, and undifferentiated carcinoma. Copy number analysis indicated highly recurrent chromosomal changes among Core ONB with a high frequency of combined loss of chromosome 1-4, 8-10, and 12. NGS sequencing did not reveal highly recurrent mutations in ONB, with the only recurrently mutated genes being TP53 and DNMT3A. In conclusion, we demonstrate that institutionally diagnosed ONB are a heterogeneous group of tumors. Expression of cytokeratin, chromogranin A, the mutational status of IDH2 as well as DNA methylation patterns may greatly aid in the precise classification of ONB.


Subject(s)
DNA Methylation , Neuroblastoma/classification , Neuroblastoma/genetics , Olfaction Disorders/classification , Olfaction Disorders/genetics , Adolescent , Adult , Aged , Aged, 80 and over , Biomarkers, Tumor , Child , Diagnosis, Differential , Female , Humans , Isocitrate Dehydrogenase/genetics , Male , Middle Aged , Mutation , Transcriptome , Young Adult
14.
Cancer Sci ; 106(11): 1568-75, 2015 Nov.
Article in English | MEDLINE | ID: mdl-26334652

ABSTRACT

This study was designed to identify significant differences in gene expression profiles of human papillomavirus (HPV)-positive and HPV-negative oropharyngeal squamous cell carcinomas (OPSCC) and to better understand the functional and biological effects of HPV infection in the premalignant pathway. Twenty-four consecutive patients with locally advanced primary OPSCC were included in a prospective clinical trial. Fresh tissue samples (tumor vs. matched normal epithelium) were subjected to whole transcriptome analysis and the results validated on the same cohort with RT-quantitative real-time PCR. In a separate retrospective cohort of 27 OPSCC patients, laser capture microdissection of formalin-fixed, paraffin-embedded tissue allowed RNA extraction from adjacent regions of normal epithelium, carcinoma in situ (premalignant) and invasive SCC tissue. The majority of patients showed evidence of high-risk HPV16 positivity (80.4%). Predictable fold changes of RNA expression in HPV-associated disease included multiple transcripts within the p53 oncogenic pathway (e.g. CDKN2A/CCND1). Other candidate transcripts found to have altered levels of expression in this study have not previously been established (SFRP1, CRCT1, DLG2, SYCP2, and CRNN). Of these, SYCP2 showed the most consistent fold change from baseline in premalignant tissue; aberrant expression of this protein may contribute to genetic instability during HPV-associated cancer development. If further corroborated, this data may contribute to the development of a non-invasive screening tool. This study is registered with the UK Clinical Research Network (ref.: 11945).


Subject(s)
Biomarkers, Tumor/analysis , DNA-Binding Proteins/biosynthesis , Oropharyngeal Neoplasms/virology , Papillomavirus Infections/complications , Adult , Area Under Curve , Cell Cycle Proteins , Female , Gene Expression Profiling , Humans , Immunohistochemistry , In Situ Hybridization , Kaplan-Meier Estimate , Laser Capture Microdissection , Male , Molecular Sequence Data , Oropharyngeal Neoplasms/metabolism , Oropharyngeal Neoplasms/mortality , Proportional Hazards Models , Prospective Studies , ROC Curve , Real-Time Polymerase Chain Reaction , Retrospective Studies , Transcriptome
18.
Cancers (Basel) ; 15(6)2023 Mar 09.
Article in English | MEDLINE | ID: mdl-36980561

ABSTRACT

The nasal cavities and paranasal sinuses are the site of origin of a wide spectrum of histologically and clinically distinct disease entities [...].

19.
Oral Oncol ; 146: 106543, 2023 11.
Article in English | MEDLINE | ID: mdl-37573683

ABSTRACT

Sinonasal cancer is a clinically and histologically heterogeneous group of rare tumors with generally poor clinical outcomes. Their low incidence hampers the advancement of clinical management as well as translational research, and calls for multicenter and multinational collaboration between physicians and researchers. This report describes the proceedings of a two-day conference organized by the European Network for Sinonasal Cancer Research (EUSICA) and COST Action 'IMMUNO-model', fostering such collaboration and focusing on preclinical tumor and immuno models, surgical and radio-oncological treatments, core facilities for genetic characterization and molecular tumor classification, and cancer registry.


Subject(s)
Paranasal Sinus Neoplasms , Humans , Paranasal Sinus Neoplasms/therapy , Registries
20.
BMJ Open Qual ; 12(2)2023 05.
Article in English | MEDLINE | ID: mdl-37130695

ABSTRACT

Hypocalcaemia following thyroid surgery can occur in up to 38% of patients. With over 7100 thyroid surgeries performed in 2018 in the UK, this is a common postoperative complication. Undertreated hypocalcaemia can result in cardiac arrhythmias and death. Preventing adverse events from hypocalcaemia requires preoperative identification and treatment of at-risk patients with vitamin D deficiency, timely recognition of postoperative hypocalcaemia and prompt appropriate treatment with calcium supplementation. This project aimed to design and implement a perioperative protocol for prevention, detection and management of post-thyroidectomy hypocalcaemia. A retrospective audit of thyroid surgeries (n=67; October 2017 to June 2018) was undertaken to establish baseline practice of (1) preoperative vitamin D levels assessment, (2) postoperative calcium checks and incidence of postoperative hypocalcaemia and (3) management of postoperative hypocalcaemia. A multidisciplinary team approach following quality improvement principles was then used to design a perioperative management protocol with all relevant stakeholders involved. After dissemination and implementation, the above measures were reassessed prospectively (n=23; April-July 2019). The percentage of patients having their preoperative vitamin D measured increased from 40.3% to 65.2%. Postoperative day-of-surgery calcium checks increased from 76.1% to 87.0%. Hypocalcaemia was detected in 26.8% of patients before and 30.43% of patients after protocol implementation. The postoperative component of the protocol was followed in 78.3% of patients. Limitations include low number of patients which precluded from analysis of the impact of the protocol on length of stay. Our protocol provides a foundation for preoperative risk stratification and prevention, early detection and subsequent management of hypocalcaemia in thyroidectomy patients. This aligns with enhanced recovery protocols. Moreover, we offer suggestions for others to build on this quality improvement project with the aim to further advance the perioperative care of thyroidectomy patients.


Subject(s)
Hypocalcemia , Humans , Hypocalcemia/etiology , Hypocalcemia/prevention & control , Hypocalcemia/diagnosis , Calcium , Thyroid Gland , Retrospective Studies , Quality Improvement , State Medicine , Vitamin D , Thyroidectomy/adverse effects , Thyroidectomy/methods
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