Survival Outcomes of Transoral Microsurgery in T3/T4a Laryngeal Tumors: Systematic Review and Meta-Analysis.

OBJECTIVE: To critically evaluate oncological and functional outcomes following transoral laser microsurgery (TLM) in patients with T3/T4a glottic and supraglottic squamous cell carcinoma (SCC). DATA SOURCES: A comprehensive search of five major databases-PubMed, Embase, Scopus, ScienceDirect, and Web of Science-was conducted using a combination of relevant keywords and MeSH terms. REVIEW METHODS: Systematic review and meta-analysis of odds ratio (OR), hazards ratio (HR), and proportion, focusing on oncological and functional outcomes of TLM in advanced T3/T4a glottic and supraglottic tumors. A random-effects meta-analysis model was employed. RESULTS: The review incorporated 29 cohort studies, representing a total of 1,897 patients undergoing TLM for T3/T4a glottic and supraglottic SCC. The cumulative 5-year disease-free survival (DFS) rate for T3 glottic and supraglottic tumors was 44.4% (95% CI: 47-66%) and 62.8% (95% CI: 63-81%), while the 5-year DFS for T4 glottic and supraglottic tumors was 41.1% (95% CI: 33.4-49.2%) and 32.9% (95% CI: 19.3-50.1%), respectively. T3 glottic tumors exhibited a 2.5-fold significantly higher odds of local recurrence post-TLM compared to their T3 supraglottic tumors (95% CI: 1.6-3.9, p < 0.0001). Laryngeal preservation rates for T3glottic and supraglottic tumors were 68.9% (95% CI: 48.7-83.8%) and 88.4% (95% CI: 79.4-93.8%), respectively. Both groups showed comparable rates of tracheostomy (p = 0.48) and gastrostomy performed (p = 0.17). CONCLUSIONS: This meta-analysis suggests that TLM is a viable larynx preservation approach in select patients with T3/T4a glottic and supraglottic tumors. However, glottic tumors may have less favorable outcomes after TLM compared to those with advanced supraglottic tumors. LEVEL OF EVIDENCE: N/A Laryngoscope, 2024 Laryngoscope, 2024.

Radiotherapy vs Surgery for Survival and Locoregional Control of Head and Neck Extramedullary Plasmacytoma: A Systematic Review and Meta-Analysis.

Importance: There are significant gaps in the literature pertaining to the locoregional control and survival rates of extramedullary plasmacytoma (EMP) with respect to various treatment approaches. Objective: To systematically evaluate the differences in radiotherapy and surgical outcomes in EMP. Data Sources: Databases including PubMed, Scopus, Web of Science, Embase, and ScienceDirect were systematically searched from their inception up to November 2023. Study Selection: Articles reporting radiotherapy and surgical outcomes of head and neck EMP were included. Data Extraction and Synthesis: A random-effects model for meta-analysis was used to obtain pooled estimates and calculate hazard ratios for survival and odds ratios for recurrence and progression of EMP. Main Outcomes and Measures: Survival, tumor control, and progression rates to multiple myeloma (MM) between radiation therapy and surgery for EMP of the head and neck. Results: Of 742 included patients from 12 studies, 527 (71.0%) were male, and the median (IQR) age was 59.1 (53-62) years. A total of 505 patients (68.1%) received radiotherapy only, while 237 (31.9%) underwent surgery-only treatment for EMP. All included patients had an initial diagnosis of EMP without MM. Comparable trends were observed in overall survival and disease-free survival (DFS) rates at 2, 3, 5, and 10 years between patients with EMP treated with radiotherapy only and surgery only. Notably, there were no significant differences in recurrence rate (odds ratio, 0.65; 95% CI, 0.20-2.06) between radiotherapy-only and surgery-only treatment. However, radiotherapy-only treatment of EMP was associated with decreased odds of progression to MM compared with surgery (odds ratio, 0.4; 95% CI, 0.1-0.9). Sensitivity analysis revealed that the radiotherapy-only population had significantly better 5-year DFS (hazard ratio, 0.55; 95% CI, 0.31-0.96) compared with surgery-only treatment. Conclusions and Relevance: This systematic review and meta-analysis provides evidence that patients with EMP receiving radiotherapy had significantly lower chances of progression to MM compared with surgery-only therapy. Additionally, radiotherapy had better 5-year DFS outcomes compared with surgery. Comparable outcomes in terms of overall survival rates, recurrence, and mortality rates were noted between radiotherapy-only and surgery-only EMP treatment groups.

Vocal Cord Function Return After Larynx Preservation is Associated With Recurrence-Free Probability.

OBJECTIVES: Vocal cord fixation is one of the main upstaging features of laryngeal cancer. In our previously conducted retrospective study, vocal cord (VC) mobility restoration after chemoradiotherapy was a favorable prognostic variable. In this prospective study, we examined the significance of VC mobility restoration after definitive treatment as a prognostic variable. METHODS: In this prospective cohort study, we enrolled 30 patients with squamous cell carcinoma of the larynx with VC impairment/fixation (T2/3, T4a) who underwent definitive chemoradiotherapy with complete response. Video laryngoscopy before and at 3 months after treatment was used to evaluate VC mobility. The primary endpoint of the study was the local recurrence-free probability. Secondary endpoints included recurrence-free probability, disease-specific survival (DSS), and overall survival (OS). RESULTS: The median age of patients was 62 years (IQR 54-67). The primary subsites were the glottis (n = 13) and supraglottis (n = 14). After treatment, 18 (60%) patients had a full recovery of VC mobility, and 12 (40%) patients' VCs were fixed or impaired. Five-year local recurrence-free probability was worse in the VC-impaired group compared to a group with restored VC mobility (46% vs. 85%, p = 0.012). Recurrence-free probability, OS, and DSS differences were not statistically significant in both groups. VC mobility restoration predicted local recurrence-free probability on univariable analysis (HR 6.15, 95% CI 1.23-30.6). CONCLUSION: In this prospective study, we show that the absence of VC mobility restoration is associated with worse local recurrence-free probability after definitive laryngeal preservation treatment. Patients with persistent vocal cord immobility warrant closer follow-up to detect recurrence early. LEVEL OF EVIDENCE: III Laryngoscope, 2024.

Efficacy and safety of proton therapy versus intensity-modulated radiation therapy in the treatment of head and neck tumors: A systematic review and meta-analysis.

To comprehensively evaluate the therapeutic efficacy and safety when utilizing proton therapy (PT) versus intensity-modulated radiation therapy (IMRT) in head and neck cancer patients. Pubmed, ScienceDirect, Embase, Scopus, and Web of Science were systematically searched for studies on comparative PT and IMRT outcomes. We performed a random effect model meta-analysis to estimate the hazard ratio (HR) and odds ratio (OR) for efficacy and safety outcome variables between PT and IMRT. From 641 identified articles, 11 studies met the inclusion criteria, comprising 3087 patients (606 treated with PT and 2481 with IMRT). On toxicity analysis, PT is associated with decreased acute grade 1 nausea (OR = 0.34, 95% CI: 0.13-0.84, p = 0.02) compared to IMRT. In grade 2 toxicity, PT showed significant advantages over IMRT in mucositis (OR = 0.44, p < 0.0001), dysgeusia (OR = 0.35, p = 0.02), dysphagia (OR = 0.36, p < 0.0001), fatigue (OR = 0.29, p = 0.001), pain (OR = 0.34, p = 0.01), and weight loss (OR = 0.54, p = 0.02). Proton therapy also exhibited increased safety in grade 3 dysphagia incidence (OR = 0.44, p < 0.0001) compared to IMRT. PT demonstrated improved overall survival (OS) compared to IMRT across multiple time points: 1-year OS (HR = 0.43, p = 0.02), 2-year OS (HR = 0.44, p < 0.0001), and 5-year OS (HR = 0.78, p = 0.004). In terms of disease-free survival (DFS), PT also showed improved outcomes at 2-year DFS (HR = 0.65, p = 0.03) and 5-year DFS (HR = 0.81, p = 0.03). Proton therapy demonstrated superior overall survival (OS), disease-free survival (DFS), and better local control rate (LCR) compared to IMRT. The data also showed better safety outcomes in PT patients, particularly when involving grade 2 acute toxicity events.

Outcomes of internal mammary artery perforator flap in head and neck reconstruction: A systematic review.

This study aims to evaluate the functional and prognostic outcomes associated with the internal mammary artery perforator (IMAP) flap in various head and neck defect repairs, given the current lack of clarity on its effectiveness. We performed a systematic review of various databases: PubMed, Embase, Scopus, Web of Science, and ScienceDirect using keywords such as "Internal mammary artery perforator flap" and "IMAP." Screening and data extractions were performed by two individual reviewers. Articles were considered eligible if they included sufficient information on IMAP flap features, their applications in the head and neck, and outcomes. From 264 articles analyzed, 24 studies were included for qualitative analysis. Out of which, 125 patients who received internal mammary artery perforator flaps were included. Most of the patients, 103 (88%), received pedicled IMAP flaps, and 22 (12%) received IMAP free flaps. The second internal mammary artery (IMA) was favored as the single perforator (81.5%), with the combination of the first and second IMA being the primary choice for dual perforators (92.5%). IMAP flaps were predominantly single perforator flaps (65%), with 35% being dual perforator flaps. Among various applications, IMAP flaps are commonly employed in the reconstruction of neck defects (25.5%), pharyngocutaneous fistula repair (20.8%), and burn scar contracture restoration (8%). Only seven (5.6%) patients had flap complications, including venous congestion (1.6%), partial necrosis (1.6%), complete necrosis (1.6%), and incision dehiscence (0.8%). Donor sites were predominantly closed by the primary closure (92%). 3.2% of donor sites had minor complications. The average follow-up was 12.6 (IQR: 6-18) months. This systematic review highlights the effectiveness and safety of IMAP flaps in head and neck reconstruction, with positive outcomes and minimal complications.

Risk Factors for Complications in Patients Undergoing Temporal Bone Resection and Neck Dissection: Insights From a National Database.

BACKGROUND: Temporal bone resection (TBR) with or without neck dissection (ND) is performed for otologic malignancies with occult or clinical cervical lymph node metastases. To date, characterization of post-operative complications in single institution case series may be non-representative of real-world outcomes. Here, we used data from the National Inpatient Sample (NIS) to comprehensively assess the complications encountered, their frequencies, and to identify underlying risk factors to improve future outcomes. METHODS: The population was patients undergoing TBR and ND derived from the NIS between the years of 2017 and 2019. We utilized ICD-10 diagnosis codes to identify patients with post-operative complications, those discharged to non-home facilities (DNHF), and those with increased length of stay (LOS). Multivariable regression was performed to identify significant variables related to the above outcomes. RESULTS: Ninety of 277 patients that underwent LTBR with ND had postoperative complications. Wound complications were the most frequent complication, occurring in 11 (4%) of patients, followed by CSF leak (n = 6; 2.2%), with acute respiratory failure being the most common medical complication (n = 4; 1.4%). Sixteen percent (45/277) were discharged to a facility besides home. Dementia (OR = 7.96; CI95 3.62-17.48), anemia (OR = 2.39; CI95 1.15-4.99), congestive heart failure (OR = 5.31; CI95 1.82-15.45), COPD (OR = 3.70; CI95 1.35-10.16), and history of prior stroke (OR = 8.50; CI95 1.55-46.68) increased the odds of DNHF. When evaluating LOS (median = 5 days, IQR = 1, 9), anemia (OR = 5.49; CI95 2.86-10.52), and Medicaid insurance (OR = 3.07; CI95 1.06-10.52) were found to increase the LOS. CONCLUSIONS: The vast majority of patients undergoing LTBR with ND have no complications and are discharged within a week. Liver disease is a risk factor for medical complications and increased charges. Patients with dementia or a prior stroke are at risk for DNHF, and those with prior anemia are at risk for a wound complication. LAY SUMMARY: This study identified factors related to worse post-operative outcomes in patients undergoing temporal bone resection and neck dissection. Although safe for most patients, an existing diagnosis of liver disease, stroke, dementia, and anemia specifically are at risk for developing negative outcomes. LEVEL OF EVIDENCE: 3.

ctDNA as an Adjunct to Posttreatment PET for Head and Neck Cancer Recurrence Risk Assessment.

OBJECTIVE: Circulating tumor DNA (ctDNA) detection is an emerging technique that identifies minimal residual disease in patients with solid tumors. ctDNA can act as an adjunct method to help overcome the limitations of positron emission tomography (PET) and select patients who are at high risk for recurrence. STUDY DESIGN: Retrospective Single Institutional Study. SETTING: University Hospital Setting. METHODS: Twenty-nine patients who underwent definitive treatment for squamous cell carcinoma of the head and neck (HNSCC) from 8/2021 to 01/2023 had ctDNA levels analyzed at 1 to 3, 6, 9, and 12 months after definitive treatment. A personalized, tumor-informed, multiplex polymerase chain reaction (PCR) next-generation sequencing (NGS) assay was used to detect the ctDNA levels. The primary outcome was recurrence-free probability (RFP), and the secondary outcomes were overall survival (OS), sensitivity, specificity, and the test's negative (NPV) and positive predictive values (PPV). RESULTS: The median age of patients was 65 years (interquartile range: 56-69), with majority being males (n = 22, 76%). The primary sites were larynx (n = 12), oropharynx (n = 10), and oral cavity (n = 6). Posttreatment ctDNA was detected in 7 patients, all of whom had disease recurrence. ctDNA detection after definitive treatment was associated with a higher risk of disease recurrence (hazard ratio: 9.94, 95% confidence interval: 1.56-63.3, P = .015). ctDNA identified recurrence with 100% specificity and 78% sensitivity. The NPV and PPV were 91% and 100%. PET had 78% sensitivity but only 68% specificity with 86% NPV, and 54% PPV. CONCLUSION: Based on our data, ctDNA can be an excellent adjunct test for posttreatment PET and can help guide physicians in cases where PET results are inconclusive and difficult to interpret.

Primary Management of Operable Locally Advanced Oral Cavity Squamous Cell Carcinoma: Current Concepts and Strategies.

INTRODUCTION: Locally advanced oral cavity carcinoma (LAOCSCC) is primarily treated with surgery followed by radiotherapy with or without chemotherapy. METHODS: A review of literature using PubMED was performed for studies reporting the management of LAOCSCC. Based on the reviewed literature and opinions of experts in the field, recommendations were made. RESULTS: Studies have shown that outcomes following resection of T4a and infranotch (inferior to mandibular notch) T4b are comparable. We discuss the concept of compartmental resection of LAOCSCC and issues concerning the management of the neck. Further, patients who refuse or are unable to undergo surgery can be treated with chemoradiotherapy with uncertain outcomes. The role of neoadjuvant chemotherapy has shown promise for organ (mandibular) preservation in a select subset of patients. CONCLUSION: The management strategy for LAOCSCC should be determined in a multidisciplinary setting with emphasis on tumor control, functional preservation, and quality of life of the patient.

Oncologic Safety of Close Margins in Patients With Low- to Intermediate-Grade Major Salivary Gland Carcinoma.

Importance: Postoperative radiation therapy for close surgical margins in low- to intermediate-grade salivary carcinomas lacks multi-institutional supportive evidence. Objective: To evaluate the oncologic outcomes for low- and intermediate-grade salivary carcinomas with close and positive margins. Design, Setting, and Participants: The American Head and Neck Society Salivary Gland Section conducted a retrospective cohort study from 2010 to 2019 at 41 centers. Margins were classified as R0 (negative), R1 (microscopically positive), or R2 (macroscopically positive). R0 margins were subclassified into clear (>1 mm) or close (≤1 mm). Data analysis was performed from June to October 2023. Main Outcomes and Measures: Main outcomes were risk factors for local recurrence. Results: A total of 865 patients (median [IQR] age at surgery, 56 [43-66] years; 553 female individuals [64%] and 312 male individuals [36%]) were included. Of these, 801 (93%) had parotid carcinoma and 64 (7%) had submandibular gland carcinoma, and 748 (86%) had low-grade tumors and 117 (14%) had intermediate-grade tumors, with the following surgical margins: R0 in 673 (78%), R1 in 168 (19%), and R2 in 24 (3%). Close margins were found in 395 of 499 patients with R0 margins (79%), for whom margin distances were measured. A total of 305 patients (35%) underwent postoperative radiation therapy. Of all 865 patients, 35 (4%) had local recurrence with a median (IQR) follow-up of 35.3 (13.9-59.1) months. In patients with close margins as the sole risk factor for recurrence, the local recurrence rates were similar between those who underwent postoperative radiation therapy (0 of 46) or observation (4 of 165 [2%]). Patients with clear margins (n = 104) had no recurrences. The local recurrence rate in patients with R1 or R2 margins was better in those irradiated (2 of 128 [2%]) compared to observed (13 of 64 [20%]) (hazard ratio [HR], 0.05; 95% CI, 0.01-0.24). Multivariable analysis for local recurrence found the following independent factors: age at diagnosis (HR for a 10-year increase in age, 1.33; 95% CI, 1.06-1.67), R1 vs R0 (HR, 5.21; 95% CI, 2.58-10.54), lymphovascular invasion (HR, 4.47; 95% CI, 1.43-13.99), and postoperative radiation therapy (HR, 0.10; 95% CI, 0.04-0.29). The 3-year local recurrence-free survivals for the study population were 96% vs 97% in the close margin group. Conclusions and Relevance: In this cohort study of patients with low- and intermediate-grade major salivary gland carcinoma, postoperative radiation therapy for positive margins was associated with decreased risk of local recurrence. In isolation from other risk factors for local recurrence, select patients with close surgical margins (≤1 mm) may safely be considered for observation.

Systematic review of the free thoracodorsal artery perforator flap for head and neck reconstruction.

BACKGROUND: The thoracodorsal artery perforator (TDAP) flap has gained interest as a option for reconstruction of head and neck defects while minimizing donor site morbidity as compared to traditional workhorse flaps. The primary aim of this systematic review is to assess the postoperative outcomes and efficacy of this flap. METHODS: Several databases were screened for relevant citations. The quality of studies and risk of bias were evaluated using the MINORS scoring system. RESULTS: Twenty articles containing 168 patients undergoing at least one TDAP flap reconstruction met the inclusion criteria. There were no incidences of total flap failure and only 10 incidences of partial flap failure (5.95 %). Flap complications and donor site morbidity was low. The average MINORS score of the studies suggested a moderately high amount of bias. CONCLUSIONS: Based on limited quality evidence, this review suggests that TDAP flap is a safe and feasible option for head and neck reconstruction with comparable success rates as other commonly used flaps, with low complication rate and donor site morbidity. Further large-scale studies are warranted.

Enhanced recovery after surgery, current, and future considerations in head and neck cancer.

Objectives: Review of the current and relevant literature to develop a list of evidence-based recommendations that can be implemented in head and neck surgical practices. To provide rationale for the multiple aspects of comprehensive care for head and neck surgical patients. To improve postsurgical outcomes for head and neck surgical patients. Methods: Extensive review of the medical literature was performed and relevant studies in both the head and neck surgery and other surgical specialties were considered for inclusion. Results: A total of 18 aspects of perioperative care were included in this review. The literature search included 276 publications considered to be the most relevant and up to date evidence. Each topic is concluded with recommendation grade and quality of evidence for the recommendation. Conclusion: Since it's conception, enhanced recovery after surgery (ERAS) protocols have continued to push for comprehensive and evidence based postsurgical care to improve patient outcomes. Head and neck oncology is one of the newest fields to develop a protocol. Due to the complexity of this patient population and their postsurgical needs, a multidisciplinary approach is needed to facilitate recovery while minimizing complications. Current and future advances in head and neck cancer research will serve to strengthen and add new principles to a comprehensive ERAS protocol. Level of Evidence: 2a.

A Meta-analysis of Surgical Outcomes of T4a and Infranotch T4b Oral Cancers.

OBJECTIVE: To determine the overall surgical outcomes of infranotch T4b oral cancers and compare them with T4a oral cancers. METHODS: PubMed, EMBASE and Cochrane databases from 2000 to 2022 were systematically searched. Clinical studies reporting at least one outcome following curative surgery and adjuvant therapy for comparison of patients with either infranotch T4b (IN-T4b) or T4a tumour. The heterogeneity of the included studies was determined using Tau-squared, Chi-squared, and the Higgins I2 test. The random effects model was used to determine the log odds ratio (logOR). RESULTS: The systematic review comprised 11,790 patients from 16 included studies. Seven studies were included in the meta-analysis (n = 11,381). For IN-T4b patients, the pooled 2 and 5 year overall survival (OS) were 59.3% and 53.2%, 2 and 5 year disease-free survival (DFS) 57.9% and 48.4%, 2 and 5 year disease-specific survival (DSS) 72% and 68%, and 2 and 5 year local control (LC), 47% and 56%, respectively. There was no statistically significant difference in 2 year OS [logOR = 0.28 (-0.47, 1.03), p = 0.46, confidence interval (CI) = 95%], 5 year OS [logOR = 0.7 (-0.4, 1.8), p = 0.54, CI = 95%], 2 year DFS [logOR = 0.22 (-0.35, 0.79), p = 0.45, CI = 95%], 5 year DFS [logOR = 0.17 (-0.42, 0.77), p = 0.57, CI = 95%], 2 year LC [logOR = 0.47 (-0.33, 1.26), p = 0.25, CI = 95%] and 5 year LC [logOR = 0.34 (-0.31, 0.99), p = 0.31, CI = 95%] between IN-T4b and T4a oral cancers. CONCLUSION: Results of this meta-analysis suggest that IN-T4b oral cancers have similar outcomes to T4a oral cancers, which supports down-staging IN-T4b cancers to T4a cancers.

Editorial: Special Issue on the Epidemiology of Human Papilloma Virus-Associated Oropharyngeal Squamous Cell Carcinoma.

In this Special Issue of Cancers, the role of oncogenic human papilloma virus (HPV) with oropharyngeal squamous cell carcinoma is explored […].

Current management of xerostomia in head and neck cancer patients.

Radiotherapy (RT) continues to play a key role in the management of head and neck cancer (HNC). Xerostomia remains a principal detriment to the quality of life (QoL) for 80 % of surviving patients receiving head and neck radiation. Radiation-induced injury to the salivary glands is dose-dependent, and thus efforts have been focused on decreasing radiation to the salivary glands. Decreased saliva production reduces both short-term and long-term quality of life in head and neck survivors by impacting on taste and contributing to dysphagia. Several radioprotective agents to the salivary gland have been investigated. Although not widely practiced, surgical transfer of the submandibular gland prior to RT is the mainstay of surgical options in preventing xerostomia. This review focuses on the strategies to improve xerostomia following radiation therapy in head and neck cancers.

Regional pedicled flap salvage options for large head and neck defects: The old, the new, and the forgotten.

Objectives: The objective of this article is to review options for regional pedicled reconstruction for large head and neck defects in a salvage setting. Methods: Relevant regional pedicled flaps were identified and reviewed. Expert opinion and supporting literature were used to summarize and describe the available options. Results: Specific regional pedicled flap options are presented including the pectoralis major flap, deltopectoral flap, supraclavicular flap, submental flap, latissimus flap, and trapezius flap. Conclusions: Regional pedicled flaps are useful options in a salvage setting even for large defects and should be in the armamentarium of any reconstructive head and neck surgeon. Each flap option carries specific characteristics and considerations.

Development and validation of a model to predict the risk of recurrence in patients with laryngeal squamous cell carcinoma after total laryngectomy.

Background: Recurrence is still the main obstacle to the survival of laryngeal squamous cell carcinoma (LSCC) patients who have undergone a total laryngectomy. Previous models for recurrence prediction in patients with LSCC were based on pathological information, while the role of easily accessible inflammatory markers in the prognosis of LSCC patients has rarely been reported. This study sought to develop and validate a model to predict the risk of recurrence in LSCC patients who underwent total laryngectomy. Methods: A total of 204 LSCC patients who underwent a total laryngectomy were included in this retrospective cohort study. Demographics, pathology, and inflammatory markers of patients were collected. All the patients were randomly divided into a training set and a test set at a ratio of 4:1. Patients were followed up for 3 years after surgery or until death occurred during this period. The random-forest method was used to develop a predictive model. The performance of the model was evaluated by calculating the area under the receiver operating characteristic (ROC) curve (AUC) with the 95% confidence interval (CI), sensitivity, specificity, positive predictive value (PPV), and negative predictive value (NPV). Results: Of the 204 LSCC patients, 56 (27.45%) patients had a recurrence. The random-forest prediction model was an all-factor model, and the most important predictors of the model were the albumin/globulin ratio (AGR), neutrophil/lymphocyte ratio (NLR), and platelet/lymphocyte ratio (PLR), with proportions of 0.121, 0.100, and 0.092, respectively. The AUCs of the model in predicting the recurrence of LSCC in the training set and the test set were 0.960 (95% CI, 0.931-0.989) and 0.721 (95% CI, 0.716-0.726), respectively. The sensitivity, specificity, accuracy, PPV, and NPV of the model in the test set were 0.750 (95% CI, 0.505-0.995), 0.690 (95% CI, 0.521-0.858), 0.707 (95% CI, 0.568-0.847), 0.500 (95% CI, 0.269-0.921), and 0.870 (95% CI, 0.732-1.000), respectively. Conclusions: A model to predict the risk of recurrence in LSCC patients who have undergone a total laryngectomy was established, and inflammatory markers AGR, NLR, and PLR play an important role in the predictive model.