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Prognostic Factors of Locally Advanced Skin Squamous Cell Carcinoma in Head and Neck Region in Transplanted Patients

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09 December 2025

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10 December 2025

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Abstract
Background: Squamous cell carcinoma of the skin (SCC) is the second most common neoplasm in humans and the most frequent in Brazil (80% in the head and neck region, 20% mortality). Brazil is a world leader in organ transplants (more than 30,000 transplants in 2019). The risk of transplant patients (Tx) developing SCC is 65-250 times higher, with deeper infiltration, advanced stage, higher local recurrence, occult metastases and worse survival. Objective: To investigate the prognostic factors of locally advanced cutaneous squamous cell carcinoma (LASCC) of the head and neck region in transplant patients. Methods:16-year retrospective, single-center series of patients with LASCC in the head and neck region who underwent surgical treatment. Were analyzed: clinical and Tx data, clinical/pathological stage, surgical treatment, parotid/regional and distant metastases, recurrence and survival. Results: 156 patients were included: 69.2% women, 65.3 years; mean primary size: 4.24 cm, 66% T3/T4 tumors, 71% grade 2/3 differentiation, 20.5% transplant recipients, follow-up: 33.6 months. Most affected regions: malar/nasal (28.8%), auricular (19.2%). Surgeries: wide resection with reconstruction (58.9%), exenteration (14.1%), temporalectomy (11.5%). Univariate analysis: Recurrence: immunosuppressor drugs (p=0.009), transplanted (p=0.006), compromised margin (p=0.049), Mortality: immunosuppression (p=0.028), Total Resection and reconstruction (p=0.013), Stage(8ed) III-IV (p<0.001), compromised margin (p<0.001), neck metastasis with extranodal extension (p=0.018). Multivariate analysis: Recurrence: Transplanted HR:3.69 (p<0.001), Neck metastasis extranodal extension HR:5.41 (p<0.001), Evolution to Distant metastasis HR:5.27 (p<0.001); Mortality: Neck metastasis extranodal extension HR:1.94, (p=0.032), Compromised Margins HR:1.87 (p=0.001), Main Surgical Procedures: Temporalectomy HR:2.83 (p=0.007); Major Rhinectomy HR:2.47 (p=0.005); Worst Overall Survival: Tx compared to NonTx (p=0.069), Worst Survival with Recurrence: Tx compared to NonTx (p=0.005). Conclusions: The LASCC and Transplanted (immunosuppressed) group present low survival, worse prognosis, high risk of recurrence and mortality outcome, formulation of specific guidelines to standardize treatment and predict outcomes in this population are strictly necessary.
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1. Introduction

Brazil is emerging as a leader in organ transplantation worldwide. In the first half of 2019, a total of 13,263 transplants were performed in Brazil (67 pancreas-kidney, 19 pancreas, 203 heart, 2,964 kidney, 1,069 liver, 49 lung, 1,780 bone marrow and 7,112 cornea transplants). Among these transplants, 96% are performed in public health, making Brazil the country with the largest global public program for organ, tissue and cell transplants [1].
Cutaneous squamous cell carcinoma (CSCC) is the second most common neoplasia in humans; according to GLOBOCAN, by 2045, 1.650.214 new cases of nonmelanoma skin cancer are expected to occur in very HDI countries, 273.864 new cases in HDI countries, 56.785 new cases in medium-HDI countries and 37.785 new cases in low-HDI countries (2.41 million from 2022 to 2045) [2], and approximately 1.2 million new cases of head and neck cancer are estimated to occur in 2040, with 680,000 deaths [3]. In Brazil, a continental country where miscegenation has occurred throughout history by Anglo-Saxon (English, Dutch, German) and Latin (Italians and from Iberic Peninsula) colonizers and by miscegenation of blacks and native Indians, there were an estimated 173.930 new cases (83.770 men and 93.160 women) of nonmelanoma skin cancer, with approximately 2.000 deaths, in 2020 [4]. Approximately 80% of these CSCC are in the head and neck region and are responsible for 20% of skin cancer deaths.
The most common neoplasms that affect transplanted patients are nonmelanoma skin cancers, mainly CSCC and basal cell carcinoma (BCC), which originate in the spinous and basal layers of the epidermis, both of which are strongly correlated with excess sun exposure in susceptible patients [5]. The most frequent locations of these skin carcinomas are in the head and neck region, in the danger area called “H” or “mask area” and in the “M” area. BCC is slow to grow and rarely has metastases, unlike CSCC, which can show rapid growth, extensive infiltration, and lymphatic metastases in approximately 10% of immunocompetent patients.
Compared with the general nontransplant population, the risk of transplant patients developing CSCC is approximately 65-250 times greater, while the risk of developing BCC is 10-16 times greater compared to the general non-transplant population [6,7]. A transplant patient is defined as any patient who has undergone the replacement of a diseased organ by a healthy organ, which may be a solid or liquid organ, with variants depending on the donor: autologous, isologous, allogenic, xenogenic, living or deceased.
Several other risk factors have been associated with posttransplant skin cancer, including the intensity and duration of immunosuppressive therapy, the type of organ transplanted, the duration of transplantation, and genetic factors, among others [8,9,10]. Ultraviolet radiation, the phenotypic and genotypic characteristics of the patient and geographic location are known risk factors for the development of skin cancer in the general population and transplant recipients [11].
According to the previous TNM, a high-risk feature is defined as a CSCC that can progress aggressively in transplant patients, with immunosuppression (HIV, leukemias, lymphomas, induced drugs, xeroderma, autoimmune diseases), a border greater than 20 mm or an area greater than 10 mm, recurrence, a chronic inflammatory process, a previous radiotherapy site, rapid growth, and poorly differentiated, more aggressive subtypes: adenoid, adenosquamous, desmoplastic, carcinosarcomatous, and with perineural, lymphatic, and vascular invasion or invasion depth greater than 6 mm [12].
High-risk factors for metastasis from CSCC are currently described as follows: size > 2 cm; depth > 2 mm; Clark level ≥ IV; primary site: scalp, auditory pavilion, and lip; recurrence; and histological findings: little differentiation, perineural invasion, lymphatic invasion and immunosuppression of the patient [13].
In nontransplanted patients, CSCC in the head and neck region can metastasize to the parotid gland and lymph nodes with a relatively high incidence, occurring in approximately 1% to 5% of all cases of CSCC on the face and neck. Regional metastases can occur up to five years after resection of the primary skin neoplasia [14]. This presentation is better reported in countries with an Anglo-Saxon origin, such as the review by Karia et al., in which the incidence of lymph node metastasis from CSCC was estimated to be 4.2/100,000 in men. and 1.5 / 100,000 in women [15], while there is little reported from low-income and lower-middle-income countries.
In transplanted patients, the clinical presentation of CSCC is more aggressive, often advanced SCC or locally advanced SCC (LASCC), leading to rapid growth, more advanced clinical presentation and worse prognosis; moreover, immunosuppression, which is most likely caused by drugs after transplantation or other clinical comorbidities and the occurrence of concomitant hematological neoplasms, plays an important role as a risk factor. Overall, LASCC is a poorly characterized disease with short treatment responses to radiotherapy and systemic therapies [16].
Importantly, with the increased growth of transplants and CSCC around the world, the incidence of CSCC in transplanted patients has increased; however, the incidence of local recurrence has also increased, with compromised margins in up to 40% of patients and hidden regional metastases in 35% and up to 70% of patients who present with lymph node extracapsular extension, indicating poor survival rates (up to 46%) [17,18,19,20,21,22].
Although LASCC is unfortunately very common in immunosuppressed patients, the literature is lacking a consensus definition, thus leading to mismatched treatment in some cases [23,24,25]. Following a period of confusion in the medical literature, the term immunosuppression was excluded by the AJCC from its most recent TNM 8th edition, despite its worse prognosis [16,23,26].
Such a picture of increased transplants worldwide and locally advanced CSCC in immunosuppressed transplant patients justifies clinical research, with better investigation of risk factors for the development of more aggressive disease than in the general nontransplanted population.
For this article, we realized that there is a need for better criteria to define who is a high-risk transplanted patient with LASCC , and to determine the degree to which prognostic factors influence the outcome of these patients, with the goal of obtaining information to plan the best and best treatment.
The objective of this study was to elucidate the prognostic factors of LASCC of the head and neck region in transplanted patients.

Objective

The primary objective was to evaluate the prognostic factors, clinical characteristics, overall survival and disease-free survival (DFS) of patients with locally advanced cutaneous squamous cell carcinoma (LASCC) of the head and neck region who underwent transplantation.

2. Materials and Methods

This was a retrospective study with a single-center case series cohort centered at a teaching hospital; the population definition was all consecutive patients with locally advanced CSCC from the head and neck region with or without a history of organ transplantation, from 2009 to 2025, referred to the institution. Approval from the institutional ethical review board was obtained before beginning this project; once relevant data needed to be obtained from pathological specimens and all patients had provided informed consent. The approved ethics committee number was 0905/2015 (CAAE: 48857315.6.0000.5505) in March 2016.
This study was conducted in accordance with the preferred reporting of case series in surgery (PROCESS) criteria following the PROCESS guidelines [27]. The study followed the Guidelines for Cohort Studies in Surgery by Agha et al.[28] and the Standards for Quality Improvement Reporting Excellence Guidelines (SQUIRE 2.0) [29]. The study was in accordance with the Declaration of Helsinki and has been registered under the WHO Universal Trial Number (UTN) number U1111-1249-0028 and the Brazilian Clinical Trials Registry (ReBeC) number RBR-9WT2WJ.
The inclusion factors were all patients with locally advanced CSCC of the head and neck region, with or without organ transplantation, who underwent surgical treatment with control and curative disease intent during the mentioned period, and whose anatomopathological reports and clinical follow-up data were obtained from the database of surgeries performed in the head and neck.
Patients with LACSCC were defined as those who experienced deep recurrence or multiple local recurrences from CSCC; who had CSCC invading deep structures on the face and skull (frontal, mastoid and temporal bone); or invading eye, orbit and periorbit tissues, nose and adjacent structures; or invading paranasal sinuses, ear and periauricular structures, parotid tissue, lip and near structures; or invading scalp and skull, and deep face muscles; those who presented with regional lymphatic chain metastasis but not distant metastasis; who were potentially curable but demanding major surgery; who were not potentially curable or who were unlikely to be cured with surgery, radiotherapy, or combination treatment (surgery and radiotherapy) but had needed surgery as locoregional disease control [16,26,30,31,32].
The anatomopathological evaluation of tissue samples was conducted according to university standards, where samples were fixed in 10% formaldehyde, embedded in paraffin, microtomed and stained with hematoxylin-eosin. The review was performed by our Pathology Department, and all the primary skin cancer samples and surgical specimens were reexamined by two experienced pathologists and classified according to the TNM and WHO criteria to complete the final report [12,33,34,35].
After the CSCC cancer diagnosis was confirmed, a description of the patients and tissue samples was recorded, and the variables considered for statistical analysis were sex, age, comorbidities, transplantation type, time of transplants, drugs used for transplant recipients, date of diagnosis, mean time with symptoms, local primary tumor, surgical procedure, surgical complications, parotid status, neck lymph node status, clinical (cTNM) and pathological (pTNM) stages, as defined by the last edition of the American Joint Committee on Cancer [34], margin status (exiguous, compromised or free), perineural invasion (PNI), angiolymphatic invasion (ALI), radio and chemotherapy data, recurrence data, distant metastasis data, date of the last consultation and patient condition at last consultation: survival with disease, death of disease, and survival without disease.
The exclusion criteria included patients who were lost to follow-up, those whose medical records were incomplete, those who were not operated on at the institution, those who had no indication for surgery for other reasons, those who had previous irradiation in the head area and neck, those who refused surgery, those who refused to participate in the study and those who had non-SCC skin tumors.
Statistical analyses used the Mann-Whitney nonparametric test for small samples; a two-proportion test to compare the proportion of two variables with the level of significance; the chi square test with a significance of p<0.05 for comparing percentages (frequencies); logistic regression (Cox regression) to predict the probability of a given variable; univariate and multivariate analyses with a significance of p<0.05; and Kaplan-Meier survival curves.
The variables included overall survival and disease-free survival (DFS), defined as a lack of locoregional recurrence, with a minimum follow-up period of 6 months.

3. Results

Between 2009 and 2025, we identified a total of 187 patients with locally advanced nonmelanoma skin carcinoma. Thirty-one patients were lost to follow-up, had incomplete medical records, had other types of tumors, refused surgical treatment or refused to participate in the study. The final study group consisted of 156 patients, all with locally advanced CSCC in the head and neck region. Thirty-two patients in the study group underwent transplantation, of whom 90.6% (29/32) underwent kidney transplantation and 9.4% (3/32) underwent liver transplantation.
The total study population was divided into two groups, transplanted (Tx) and nontransplanted (non-Tx), and survival and other variables of interest were compared.
There was an overall prevalence of 69.2% (108/156) of women; the median age was 65.8 years, with an average primary tumor size of 4.24 cm; 103 (66%) had T3/T4 tumors; 70.5% had comorbidities; and 32 (20.5%) were transplant recipients, with an average time since transplantation of 11 years. The average follow-up was 33.6 months, and 84.5% of patients underwent wide surgical resection with flap reconstruction, exenteration, and temporalectomy.
Among the patients in the transplanted group, 20 (62.5%) were in the stage III/IV group, whereas 80 (64.5%) were in the nontransplanted group (p=0.519). In addition, when the LASCC scenario was evaluated, the T1/T2 ratios in the Tx group (13 patients-40.7%) and the T3/T4 ratio (19 patients–59.3%) were not significantly different from those in the non-Tx group (T1/T2 (61-49.2%) and T3/T4 (63-50.8%) (p=0.474)).
Figure 1 shows the region most affected in the face, either to recurrence or death by the LASCC in both groups (adapted from Barton et al.) [36].
Table 1 compares the recurrence events according to the quantitative clinical factors, with no significant findings in either group.
Table 2 shows the comparison between the Endpoint (Alive/Death) and the quantitative factors of all groups, where a significant p value was found at follow-up: Alive patients lived 33.1 months longer than dead patients did (18.2 months) (p=0.03).
Figure 2 shows the main surgical procedures performed in all patients, demonstrating that 84.5% were submitted to total primary resection and flap reconstruction, orbit exenteration and temporalectomy.
As shown in Table 3, the univariate analysis revealed that the prognostic factors related to recurrence in all groups were immunosuppressive drugs (p=0.009), transplantation (p=0.006), no facial nerve conservation surgery (p=0.007), compromised margins (p=0.049), distant metastasis (p=0.038), radiotherapy (p=0.027), chemotherapy (p<0.001), and palliative care (p<0.001), and the degree of histological differentiation was nearly significant (p=0.051). The main surgical procedures included total primary resection and flap reconstruction (p=0.084), free margins on parotidectomy with neck dissection (p=0.072) and neck metastasis with extranodal extension (p=0.062).
Additionally, in the univariate analysis, the prognostic factors associated with the death endpoint in all groups are shown in Table 4; these factors were significant for mortality in all groups in our cohort: comorbidities (lymphoma) (p=0.028), immunosuppression (p=0.028), primary tumor resection margins (p=0.014), main surgical procedures (total resection and flap reconstruction) (p=0.013), stage (8ed) (IV) (p<0.001), free margins on parotidectomy with neck dissection (p=0.003), compromised margins on definitive surgery (p<0.001), neck metastasis with extranodal extension (p=0.018), distant metastasis evolution (p=0.020), need for radiotherapy (p=0.007), need for chemotherapy (p=0.029), and need for palliative care (p<0.001).
The duration to regional metastasis was 3 years (6 months to 5 years) since the last recurrence from the primary resection, with a metastatic rate of 100% (84/156 neck dissections with 87 lymph node positive/84 neck dissections, at least 1 lymph node/neck dissection) (Table 3). We also calculated the lymph node density value as 0.57 (87 lymph nodes positive/152 all lymph nodes), defined as the number of positive lymph nodes divided by the total number of lymph nodes in all groups of neck dissections [37,38,39].
Table 5 shows the multivariate analysis results with odds ratios for recurrence outcomes in all groups: group (transplanted) HR: 3.69 (p<0.001), evolution to distant metastasis HR: 5.27 (p<0.001), neck metastasis with extranodal extension HR: 5.41 (p<0.001) and nearly no facial nerve conservation HR: 2.95 (p=0.074).
Table 6 shows the multivariate analysis with odds ratio findings for mortality outcomes in all groups: need for palliative care HR: 0.26 (p=0.001), stage III HR: 0.55 (p=0.003), primary tumor resection margins (compromised) HR: 1.87 (p=0.001), neck metastasis with extranodal extension HR: 1.94 (p=0.032), main surgical procedures (major rhinectomy/others) HR: 2.47 (p=0.005), and main surgical procedures (temporalectomy) HR: 2.83 (p=0.007).
Figure 3 shows the Kaplan-Meier survival curves comparing the transplanted and non-transplanted groups, where 28% mortality occurred at 2 years and 100% mortality occurred at 8.1 years of follow-up in the transplanted group.
Figure 4 shows the Kaplan-Meier survival curves demonstrating a 52% of mortality in 2 years, in the transplanted group with recurrence.

4. Discussion

CSCC is the second most common neoplasia in humans, with 80% appearing in the head and neck region [3]. The incidence of parotid metastasis ranges from 1% to 5%, and regional metastasis can develop up to 5 years after primary cancer resection in nontransplanted patients [14,15,40,41].
In transplanted patients, a population at great risk for the worst progression of CSCC, the risk of developing CSCC is approximately 65-250 times greater, often with more advanced presentation (LASCC), fast-growing and aggressive behavior with early recurrence, compromised margins (40%), hidden regional metastases (35%), and a 70% increase in the number of lymph nodes with extracapsular extension and a decrease in overall survival [6,7,17,18,19,42].

4.1. Age, Gender, Follow-Up

In our study, among all LASCCs, 69.2% were women, in contrast with the literature [7,43], and the median age was 65.8 years, which is supported by the literature [14,18].
Our cohort study revealed 156 patients with LASCC, all of whom had recurrence from their primary CSCC: 28.8% in the malar/cheek region; 19.2% in the auricular region; 17.9% in the eyelid region; 17.3% in the lip region; and 16.6% in the scalp/frontal region (Figure 1), with a median follow-up of 33.6 months (maximum of 152 months) (Figure 3). Importantly, although we are a referral center, our population is heterogeneous and comes from different states of our country (classified as a developing country). Unfortunately, this has led to delays in consultations and rapid growth of tumors with aggressive behavior, with the worst outcome observed in the transplanted group (Figure 3).

4.2. Stage and Degree of Differentiation

Unfortunately, 66% of our cohort had T3/T4 tumors at the time of the main LASCC, with an average primary tumor size of 4.24 cm; 70.5% presented with comorbidities, which is a common finding among these patients with LASCC and is similar to the findings of other authors [11,13,19,42,43]. This particularity could reflect our health system failure, as we have limited health resources and treatment is not as widely available as it is in higher income countries, reinforcing the purpose of prognostic factor studies, which will provide important data to create safety pathways for patients and to select adequate treatment [15,44,45,46,47].
Furthermore, our results revealed a 71% prevalence of grade 2-3 histologic differentiation in LASCC, which was strongly associated with recurrence (p=0.051) (Table 3), a common feature of these advanced neoplasias and associated with overall poor prognosis, which has been emphasized by other authors [13,23,25,33,44,48].

4.3. Risk of Metastasis

The reported risk of clinical metastasis from CSCC is 1% to 5%, occurring until five years after primary resection in immunocompetent patients [14,15,48,49]. In contrast, CSCC in transplanted patients is associated with higher rates of local recurrence, with one-third hidden regional metastases and 70% lymph node extracapsular extension, with a 46% decrease in survival rates [17,18,20,42,43]. In our cohort of patients with LASCC and neck metastasis, the presence of extranodal extension was strongly associated with recurrence (p=0.062) and mortality (p=0.018) according to univariate analysis (Table 3/Table 4); the HR of recurrence was 5.41, and the HR of mortality was 1.94 according to multivariate analysis (Table 5/Table 6). Our findings are similar to those of Caudill et al. and others, who reported that the metastatic rates for these tumors are 25–30% greater than those of nontransplanted patients, which is associated with older age, UV exposure, immune suppression, fair skin, and spread to regional lymph nodes in 80% of cases [42,43,48,50,51].
Our time from evolution to metastasis was 3 years (6 months to 5 years), with a metastatic rate of 55.7% (87 positive lymph nodes on neck dissection (ND)/156 total patients in cohort X 100) (Table 3). Interestingly, similar results were reported by McLaughlin et al. , who reported a 6-month time frame from resection of the primary lesion to regional lymph node involvement, but in contrast to our data, their metastatic rate was only 5%; this likely reflects the worst clinical status from our transplanted cohort at the time of definitive surgery to LASCC [43,48,52,53,54].
Our finding of a lymph node density value of 0.57 (87 positive lymph nodes/152 all lymph nodes on ND) (Table 3) proved to be a reliable prognostic factor, as extrapolated data from oral cavity cancer for comparison. In agreement with our results, Liao et al. reported that a lymph node density ≥0.05 was associated with poor survival, with an HR of 3.35 (95% CI: 3.05–3.67), and was a significant prognostic indicator of the probability of positive cervical lymph node metastasis [55]. Our findings could help to enhance the risk stratification in prognostic models in LASCC-transplanted patients; indeed, to date, these findings have not been applied to similar cohorts [37,38,39,55].

4.4. Location

In the literature, compared with other body regions, the “H” and “M” areas on the face are at high risk of developing aggressive forms of CSCC for both recurrence and metastasis [5,23], with the lip area being associated with a 5-fold greater risk of nodal metastasis [48,56]. In our LASCC cases, the most common primary areas were the cheek/nose region, followed by the auricular region and the eyelid and lip region, and those associated with a high risk of recurrence and mortality were the auricular region and cheek/nose region (51.2% and 69.2%, respectively) (Figure 1). Our findings are in line with those in the literature [13,15,17,44,50,57], but unlike some reports, our cohort of patients with primary CSCC face location did not differ in terms of survival according to multivariate analysis; otherwise, we found that the transplanted group variable was the worst predictor of recurrence (p<0.001 - HR: 3.69) (Table 5).

4.5. Types of Surgery and Outcomes

Our main types of surgery were maxillectomy (5.7%), major rhinectomy (9.6%), temporalectomy (11.5%), orbit exenteration (14.1%) and total primary resection with reconstruction (58.9%) (Figure 2). Among these, the surgeries that could predict mortality outcomes according to multivariate analysis were maxillectomy (HR: 3.29; p=0.041), major rhinectomy (HR: 3.25; p=0.004) and temporalectomy (HR: 3.05; p=0.022) (Table 6). The literature contains abundant data showing that the surgical approach is the most efficient and efficacious course of treatment for patients with CSCC, but few data exist for patients with LASCC; therefore, our case studies can improve and contribute to the literature in this area [58,59].
In general, the main treatment goal of CSCC is complete removal of the tumor with maintenance of acceptable function and cosmesis [23,43,48,59]. In LASCC, in addition to surgical technical difficulties, some considerations must be made, such as surgical morbidity, technical feasibility and the ability to remove tumors with adequate margins. In our LASCC cohort, all these items were discussed by a multidisciplinary board, also considering the potential for cure/control, patient mental/psychological status, and the ability to heal and tolerate postsurgical alterations, in accordance with some authors and guidelines [48,58,59,60].
Tumor removal by either traditional surgery or Mohs micrographic surgery is the current standard of care for high-risk CSCC [23,30,43,50,59,61], but unfortunately, in our LASCC cases, this surgery was inadequate, as the majority of cases involved major resection of tissue with skull bone and bones of the face (orbit, maxilla, mandible), cartilage, eyeball, and structures of the nose and ear in a monobloc fashion to achieve the main point of free margins, as supported by the literature [30,31]. Indeed, our cohort had an HR of 3.25 (p=0.004) for major rhinectomy surgery and an HR of 3.05 (p=0.022) for temporalectomy surgery (Table 6). Although the major surgery was intended to be curative, these findings may suggest that performing large surgeries in unfavorable areas of the face in a group of patients with LASCC who are transplant recipients may not be the best alternative for controlling the disease in this group.
Additionally, our data revealed that immunocompromised patients had the worst prognosis after surgery, with an HR of 3.69 (p<0.001) for recurrence (Table 5), and for immunocompromised patients who experienced recurrence, the probability of death was 52% at two years (Figure 4), with 28% mortality at two years compared with that of nontransplanted patients (Figure 3). Our results parallel those of other authors, who reported a poorer prognosis in patients with Tx in the immunosuppressed context [61,62,63,64].

4.6. Transplanted Group/Immunosuppression Factors

Our cohort included 20.5% of transplanted patients, with a mean age of 59.5 years and an average of 11 years of transplantation; most patients had kidney transplants (90.6%) and received mainly tacrolimus and prednisolone drugs (78.1%) (Table 3). Although there was no significant difference between T1/T2 and T3/T4 between nontransplanted and transplanted patients, our findings revealed the worst overall survival in T3/T4, (Figure 3), which is supported by the findings of other authors [5,19,42,61].
As discussed earlier, compared with the general population, organ transplant recipients have a 65 to 250 times greater risk of developing CSCC, and the progression of CSCC is typically more aggressive and less predictable, with greater rates of recurrence and metastasis, leading to more advanced presentation (LASCC). It presents fast growth, early recurrence, compromised margins, hidden regional metastases, more frequent lymph nodes with extracapsular extension and decreased overall survival [6,7,17,18,19,42].
Similar to our findings, a meta-analysis of 5 population-based studies, with 31,977 transplant patients, predominantly kidney patients whose follow-up ranged from 6.8 to 8.5 years, demonstrated a 3-fold increased risk of skin cancer in solid organ transplant recipients with aggressive behavior compared with that in the general population [5,65]. Age at the time of transplantation is an important risk factor for the development of posttransplant skin cancers, with a mean of 10-12 years after transplantation, which varies from 6 years (in patients <50 years of age) to 12 years (>50 years of age), similar to our cohort data findings of an average age of 59.5 years and a mean of 11 years of transplantation [62,63,66].
Similarly, the duration of immunosuppression and the type of drug used have direct implications for the evolution of LASCC, as noted in our cohort of mainly tacrolimus and prednisolone users and a long duration of suppression (11 years), these findings are also supported by those of other studies [64,67,68].
As shown in Table 3, univariate analysis revealed that the prognostic factors related to recurrence in all groups were immunosuppressive drugs (p=0.009) and transplantation (p=0.006), and as shown in Table 4, mortality in all groups was associated with comorbidities such as lymphoma (p=0.028) and immunosuppression (p=0.028). Our univariate analysis revealed that immunosuppressed patients are at high risk of either recurrence or mortality due to LASCC, which is also supported by the findings of others [5,58,63].
These factors directly affected overall survival in our cohort; we observed 28% and 100% mortality at two years and 8.1 years, respectively (Figure 3). Given that there is recurrence in the transplanted patient after the main surgery, a 52% chance of mortality in two years occurs compared with that in the nontransplanted group (Figure 4). Our results are worrying, since to date, there is not enough data to guide the treatment of transplanted patients with LASCC. One possible explanation is that they are excluded from clinical trials (i.e., autoimmune diseases, transplant recipients, patients with immunosuppressive conditions and those who are being treated with more than 10 mg prednisone) for reasons not adequately described [58,69]. Therefore, our cohort results could help to elucidate and add more data to the literature concerning transplanted patients with LASCC.

4.7. Recurrence and Mortality Factors: Univariate Analysis

The recurrence (primary or regional lymph nodes) of CSCC in the head and neck region is associated with an increased risk of lymphatic metastasis, distant metastasis and mortality [14,26,70,71,72]. Notably, compared with primary CSCC, recurrent CSCC is more aggressive, is associated with a larger tumor size and deeper infiltration, and has a greater risk of perineural and lymphovascular invasion, as demonstrated in our cases [26,42,58,72,73]. Our cohort was composed of patients with LASCC, all of whom had recurrence from their primary tumor, with a mean primary tumor size of 4.24 cm and deeper extension to bones (skull and face) and structures (eye, nose, and ear); 55.7% (87 positive lymph nodes/156 patients) of whom had neck metastasis, and 12.8% (20 positive extranodal extension/156 patients) of whom had extranodal extension (p=0.062) (Table 3), in agreement with the literature [73].
In the univariate analysis of recurrence (Table 3), our prognostic factors included immunosuppressive drugs (p=0.009), transplantation (p=0.006), no facial nerve conservation surgery (p=0.007), compromised margins (p=0.049), progression to distant metastasis (p=0.038), and the need for radiotherapy (p=0.027) and chemotherapy (p<0.001). These outcomes were similar to those of some authors who agree that immunosuppression (which is caused by drugs in patients with Tx), among others, is the worst important prognostic factor in patients with LASCC [23,59,60,74,75].
When mortality was evaluated by univariate analysis (Table 4), the prognostic factors were comorbidities (lymphoma) (p=0.028), immunosuppression (p=0.028), primary tumor resection margins (p=0.014), main surgical procedures (total resection and flap reconstruction) (p=0.013), stage (8ed) IV (p<0.001), free margins on parotidectomy with neck dissection (p=0.003), compromised margins on definitive surgery (p<0.001), neck metastasis with extranodal extension (p=0.018), evolution to distant metastasis evolution (p=0.020), need for radiotherapy (p=0.007), and need for chemotherapy (p=0.029). These outcomes are similar to those reported by Clayman et al., who described local recurrence at presentation (p=0.05), invasion beyond subcutaneous tissues (p=0.009), perineural invasion (p=0.002), lesion size (p=0.0003), and depth of invasion (p=0.05) [73].

4.8. Multivariate Analysis: Odds Ratios for Recurrence and Mortality

Our findings of recurrence outcomes in all groups in multivariate analysis revealed the following: Group (transplanted) HR: 3.69 (p<0.001), evolution to distant metastasis HR: 5.27 (p<0.001) and neck metastasis with extranodal extension HR: 5.41 (p<0.001) (Table 5), which revealed that our cohort of patients with LASCC who underwent transplantation had a high risk of recurrence, lymph node metastasis with extranodal extension and distant metastasis; some authors have reported similar results, but not in A LASCC cohort [19,31,42,57,75].
Our important mortality outcomes in all groups were primary tumor resection margins (compromised) (HR: 1.87; p=0.001), neck metastasis with extranodal extension (HR: 1.94; p=0.032), main surgical procedures (major hepatectomy/others) (HR: 2.47; p=0.005), and main surgical procedures (temporalectomy) (HR: 2.83; p=0.007) (Table 6), which were parallel to the findings of other studies [5,11,23,48,49,50,72]. Recently, in a retrospective cohort study by Klein et al. from 12 international centers, with a total of 11,930 patients, 18,760 tumors (14,766 in immunocompetent patients and 3,994 in immunosuppressed patients) were found, similar to our results, where immunosuppression was independently associated with local recurrence, distant metastasis, disease-specific death and major poor outcomes [76].
Interestingly, a systematic review from Zeng et al. with forty-three studies including a total of 21,530 patients and reporting 28,627 cases of CSCC revealed no association between immunosuppression status or location on the cheek and the risk of metastasis or disease-specific death [77].

4.9. Kaplan-Meier Survival Curves

Our survival curve revealed 28% mortality at 2 years and 100% mortality at 8.1 years in the transplanted group compared with the nontransplanted group (Figure 3), with a survival of 33.1 months (max 152 months). These results are consistent with those in the literature, which revealed low survival in the immunosuppressed (Tx) group; thus, our findings reinforce the idea that the group of immunosuppressed individuals—in our study, transplant recipients—has a different biological and humoral response than the nonimmunosuppressed group does, and therefore, more defined and strict criteria should be adopted for the treatment of their skin cancers [78,79,80].
Figure 4 shows the survival curve, with 52% mortality at 2 years (8.3 years x 15.6 years) in only the transplanted group: those with recurrence were compared to those without recurrence. These results proved that our selective cohort of LASCC patients with Tx had a worse prognosis than nontransplanted patients did because of several clinical factors, an expected result since our study data revealed a high risk of recurrence and mortality outcomes, in agreement with the literature [23,76,78,80]. Rosenthal et al. studied one thousand four hundred unique cases of CSCC and reported that immunosuppression was a significant independent predictor of poor outcomes but did not mention recurrence [78]. We believe that this specific population of LASCC and immunosuppressed patients deserves further study and individualized treatment, if possible, in the form of guidelines, to standardize treatment and predict outcomes, allowing for the allocation of funds and resources to health management entities. Despite these findings, the NCCN guidelines state that the treatment is primarily based on consensus opinion and limited evidence and that management should prioritize a personalized and multidisciplinary approach over strict adherence to guidelines [79].
We agree with the suggestion that CSCC in immunosuppressed patients, often LASCC, has a distinct aggressive biology that is not fully understood by traditional staging systems; thus, better criteria are needed to define high-risk LASCC-transplanted patients and how much prognostic factors influence outcomes in these cohorts. Our work sought to obtain information to determine the best possible treatment for patients with LASCC, considering all possible biases involved and adding more data to the current literature, with the goal of helping delineate specific guidelines for this population of immunosuppressed patients with LASCC.

5. Conclusions

Our results revealed low survival and worse prognosis in the LASCC and transplanted (immunosuppressed) groups (high risk of recurrence and poor mortality outcomes) because of several clinical factors, reinforcing the idea that immunosuppressed individuals have different biological and humoral responses. The evolution of these patients is not fully understood; therefore, better criteria to define high-risk LASCC in transplanted patients should be adopted to adequately select the treatment of their skin cancers. Indeed, the formulation of specific guidelines to standardize treatment and predict outcomes in this population is necessary.

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Figure 1. Regions most affected on the Face by Locally Advanced SCC (LASCC), either Primary, to Recurrence and to Death.
Figure 1. Regions most affected on the Face by Locally Advanced SCC (LASCC), either Primary, to Recurrence and to Death.
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Figure 2. Main Surgical Procedures done in the Locally Advanced SCC (LASCC) patients.
Figure 2. Main Surgical Procedures done in the Locally Advanced SCC (LASCC) patients.
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Figure 3. Survival Curve comparing Transplanted group to Non-Transplanted Group.
Figure 3. Survival Curve comparing Transplanted group to Non-Transplanted Group.
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Figure 4. Survival Curve of Transplanted Group comparing Recurrence and Non-recurrence.
Figure 4. Survival Curve of Transplanted Group comparing Recurrence and Non-recurrence.
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Table 1. Compares Recurrence in the quantitative factors.
Table 1. Compares Recurrence in the quantitative factors.
Mean Median Standard Deviation Coefficient of Variation (CV) Min Max N IC P-valor
Age With Recurrence 65.8 65 12.4 19% 34 87 43 3.7 0.952
Without Recurrence 65.6 67 17.9 27% 23 103 113 3.3
Primary Skin tumor size (cm) With Recurrence 3.66 3.0 2.17 59% 1.2 10.0 43 0.65 0.897
Without Recurrence 3.61 3.0 2.13 59% 0.8 10.8 113 0.39
Size of Parotid gland Metastasis (cm) With Recurrence 1.15 0.0 1.90 166% 0.0 5.6 42 0.58 0.470
Without Recurrence 1.42 0.0 2.07 146% 0.0 8.0 109 0.39
Neck Dissection With Recurrence 0.105 0.01 0.192 183% 0.00 0.82 24 0.077 0.490
Without Recurrence 0.078 0.00 0.145 185% 0.00 0.67 63 0.036
Years from Transplant With Recurrence 11.0 11 4.7 43% 3 20 15 2.4 0.267
Without Recurrence 12.9 11 5.0 38% 3 20 17 2.4
Follow up (months) With Recurrence 33.6 23 34.4 102% 3 151 43 10.3 0.489
Without Recurrence 29.6 17 30.4 103% 3 152 112 5.6
Table 2. Compares Endpoint (Alive/Death) in the quantitative factors in the total group.
Table 2. Compares Endpoint (Alive/Death) in the quantitative factors in the total group.
Mean Median Standard Deviation Coefficient of Variation (CV) Min Max N IC P-valor
Age Death 67.7 70.5 18.8 28% 29 102 26 7.2 0.494
Alive 65.3 65 16.1 25% 23 103 130 2.8
Primary Skin tumor size (cm) Death 4.24 4.2 2.10 50% 1.2 10.0 26 0.81 0.103
Alive 3.50 3.0 2.12 61% 0.8 10.8 130 0.36
Size of Parotid gland Metastasis (cm) Death 1.42 0.0 2.21 156% 0.0 5.6 25 0.87 0.843
Alive 1.33 0.0 1.99 150% 0.0 8.0 126 0.35
Neck Dissection Death 0.118 0.00 0.243 206% 0.00 0.82 14 0.127 0.402
Alive 0.079 0.00 0.138 174% 0.00 0.67 73 0.032
Years from Transplant Death 12.0 12 4.6 38% 3 19 8 3.2 0.984
Alive 12.0 10.5 5.1 42% 3 20 24 2.0
Follow up (months) Death 18.2 11 24.6 135% 3 98 25 9.7 0.030
Alive 33.1 19.5 32.2 97% 3 152 130 5.5
Table 3. Comparison of Recurrence in all group for Distribution of Relative Frequency of Qualitative Factors.
Table 3. Comparison of Recurrence in all group for Distribution of Relative Frequency of Qualitative Factors.
With Recurrence Without Recurrence P-valor
N % N %
Gender Female 28 65.1% 80 70.8% 0.492
Male 15 34.9% 33 29.2%
Comorbidities No 11 25.6% 35 31.0% 0.509
Yes 32 74.4% 78 69.0%
Comorbidites (Diabetes) No 26 81.3% 60 76.9% 0.618
Yes 6 18.8% 18 23.1%
Comorbidities (Immunosupressor Drugs) No 17 53.1% 61 78.2% 0.009
Yes 15 46.9% 17 21.8%
Comorbidities (Limphoma) No 32 100% 77 98.7% 0.520
Yes 0 0.0% 1 1.3%
Comorbidities (HIV) No 31 96.9% 77 98.7% 0.511
Yes 1 3.1% 1 1.3%
Comorbidities (Renal Insuficiency) No 30 93,8% 69 88.5% 0.401
Yes 2 6.3% 9 11.5%
Comorbidities (SAH) No 10 31.3% 28 35.9% 0.642
Yes 22 68.8% 50 64.1%
Comorbidities (Others) No 23 71.9% 53 67.9% 0.686
Yes 9 28.1% 25 32.1%
Group No transplanted 28 65.1% 96 85.0% 0.006
Transplanted 15 34.9% 17 15.0%
Organ Transplanted Liver 1 6.7% 2 11.8% 0.411
Kidney 14 93.3% 15 88.2%
Transplant Drugs (Tacrolimus) No 5 33.3% 6 35.3% 0.288
Yes 10 66.7% 11 64.7%
Transplant Drugs (Prednisolone) No 0 0.0% 2 11.8% 0.274
Yes 15 100% 15 88.2%
Transplant Drugs (Mycophenolate) No 12 80.0% 13 76.5% 0.322
Yes 3 20.0% 4 23.5%
Transplant Drugs (Everolimus) No 14 93.3% 15 88.2% 0.411
Yes 1 6.7% 2 11.8%
Transplant Drugs (Sirolimus) No 15 100% 14 82.4% 0.137
Yes 0 0.0% 3 17.6%
Transplant Drugs (Azathioprine) No 12 80.0% 12 70.6% 0.268
Yes 3 20.0% 5 29.4%
Transplant Drugs (Cyclosporine) No 15 100% 14 82.4% 0.137
Yes 0 0.0% 3 17.6%
Primary Skin SCC Localization AO 12 27.9% 18 15.9% 0.498
CF 7 16.3% 19 16.8%
LAB 6 14.0% 21 18.6%
MMN 10 23.3% 35 31.0%
PALP 8 18.6% 20 17.7%
Degree of Histologic Differentiation Well 8 18.6% 44 38.9% 0.051
Moderately 24 55.8% 50 44.2%
Undifferentiated 11 25.6% 19 16.8%
Primary Tumor Resection Margins Compromised 20 46.5% 43 38.1% 0.629
Exiguos 5 11.6% 15 13.3%
Negative 18 41.9% 55 48.7%
Type of Parotid Surgery No 23 53.5% 45 39.8% 0.225
Partial Sup. 13 30.2% 37 32.7%
Total 7 16.3% 31 27.4%
Facial Nerve Conservation No 3 7.1% 30 27.5% 0.007
Yes 39 92.9% 79 72.5%
Main Surgical Procedures Orbit Exenteration 7 16.3% 15 13.3% 0.084
Maxillectomy 2 4.7% 7 6.2%
Total Resection and Flap Reconstruction 19 44.2% 73 64.6%
Major Rhinectomy/Others 6 14.0% 9 8.0%
Temporalectomy 9 20.9% 9 8.0%
Neck Dissection Presence No 20 46.5% 52 46.0% 0.956
Yes 23 53.5% 61 54.0%
Type of Neck Dissection No 20 46.5% 52 46.0% 0.996
Radical 10 23.3% 27 23.9%
Selective 13 30.2% 34 30.1%
Presence of Parotid Metastasis with Extranodal Extension No 34 81.0% 78 71.6% 0.237
Yes 8 19.0% 31 28.4%
Lymph nodes on Neck Dissection Positive 24 57.1% 63 57.3% 0.988
Negative 18 42.9% 47 42.7%
Stage (8ed) I 4 9.3% 16 14.2% 0.527
II 7 16.3% 26 23.0%
III 17 39.5% 42 37.2%
IV 15 34.9% 29 25.7%
Free margins on Parotidectomy with Neck Dissection No 22 51.2% 40 35.4% 0.072
Yes 21 48.8% 73 64.6%
Exigous Margins on Definitive Surgery No 39 90.7% 100 88.5% 0.693
Yes 4 9.3% 13 11.5%
Compromised Margins on Definitive Surgery No 22 51.2% 77 68.1% 0.049
Yes 21 48.8% 36 31.9%
Perineural Invasion No 29 67.4% 69 61.1% 0.461
Yes 14 32.6% 44 38.9%
Angiolymphatic invasion No 33 76.7% 92 81.4% 0.513
Yes 10 23.3% 21 18.6%
Neck Metastasis with Extranodal Extension No 34 79.1% 102 90.3% 0.062
Yes 9 20.9% 11 9.7%
Evolution to Distant Metastasis No 35 81.4% 103 92.8% 0.038
Yes 8 18.6% 8 7.2%
Need for Radiotherapy No 9 20.9% 45 39.8% 0.027
Yes 34 79.1% 68 60.2%
Need for Chemotherapy No 26 60.5% 100 88.5% <0.001
Yes 17 39.5% 13 11.5%
Need for Paliative Care No 26 60.5% 100 88.5% <0.001
Yes 17 39.5% 13 11.5%
Legend: AO: Auricular/Ear region; CF: Scalp/Frontal Region; MMN:Cheek/Nose; LAB: Lip/Lip region; PALP: Eyelid/Eyelid region.
Table 4. Compares Mortality Outcome in all group to Relative Frequency Distribution of Qualitative Factors.
Table 4. Compares Mortality Outcome in all group to Relative Frequency Distribution of Qualitative Factors.
Death Alive P-valor
N % N %
Gender Female 14 53.8% 94 72.3% 0.063
Male 12 46.2% 36 27.7%
Comorbidities No 7 26.9% 39 30.0% 0.753
Yes 19 73.1% 91 70.0%
Comorbidities (Diabetes) No 14 73.7% 72 79.1% 0.602
Yes 5 26.3% 19 20.9%
Comorbidities (Immunosupressor Drugs) No 11 57.9% 67 73.6% 0.170
Yes 8 42.1% 24 26.4%
Comorbidities (Limphoma) No 18 94.7% 91 100% 0.028
Yes 1 5.3% 0 0.0%
Comorbidities (HIV) No 19 100% 89 97.8% 0.514
Yes 0 0.0% 2 2.2%
Comorbidities (Renal Insuficiency) No 18 94.7% 81 89.0% 0.449
Yes 1 5.3% 10 11.0%
Comorbidities (SAH) No 4 21.1% 34 37.4% 0.174
Yes 15 78.9% 57 62.6%
Comorbidities (Others) No 15 78.9% 61 67.0% 0.307
Yes 4 21.1% 30 33.0%
Group No transplanted 18 69.2% 106 81.5% 0.156
Transplanted 8 30.8% 24 18.5%
Organ Transplanted Liver 1 12.5% 2 8.3% 0.445
Kidney 7 87.5% 22 91.7%
Transplant Drugs (Tacrolimus) No 2 25.0% 9 37.5% 0.284
Yes 6 75.0% 15 62.5%
Transplant Drugs (Prednisolone) No 0 0.0% 2 8.3% 0.556
Yes 8 100% 22 91.7%
Transplant Drugs (Mycophenolate) No 7 87.5% 18 75.0% 0.320
Yes 1 12.5% 6 25.0%
Transplant Drugs (Everolimus) No 8 100% 21 87.5% 0.408
Yes 0 0.0% 3 12.5%
Transplant Drugs (Sirolimus) No 8 100% 21 87.5% 0.408
Yes 0 0.0% 3 12.5%
Transplant Drugs (Azathioprine) No 7 87.5% 17 70.8% 0.263
Yes 1 12.5% 7 29.2%
Transplant Drugs (Cyclosporine) No 8 100% 21 87.5% 0.408
Yes 0 0.0% 3 12.5%
Primary Skin SCC Localization AO 7 26.9% 23 17.7% 0.102
CF 2 7.7% 24 18.5%
LAB 1 3.8% 26 20.0%
MMN 11 42.3% 34 26.2%
PALP 5 19.2% 23 17.7%
Degree of Histologic Differentiation Well 5 19.2% 47 36.2% 0.213
Moderately 14 53.8% 60 46.2%
Undifferentiated 7 26.9% 23 17.7%
Primary Tumor Resection Margins Compromised 17 65.4% 46 35.4% 0.014
Exiguos 1 3.8% 19 14.6%
Negative 8 30.8% 65 50.0%
Type of Parotid Surgery a No 10 38.5% 58 44.6% 0.737
Partial Sup. 10 38.5% 40 30.8%
Total 6 23.1% 32 24.6%
Facial Nerve Conservation No 4 16.0% 29 23.0% 0.438
Yes 21 84.0% 97 77.0%
Main Surgical Procedures Orbit Exenteration 6 23.1% 16 12.3% 0.013
Maxillectomy 4 15.4% 5 3.8%
Total Resection and Flap Reconstruction 8 30.8% 84 64.6%
Major Rhinectomy/Others 3 11.5% 12 9.2%
Temporalectomy 5 19.2% 13 10.0%
Neck Dissection Presence No 13 50.0% 59 45.4% 0.667
Yes 13 50.0% 71 54.6%
Type of Neck Dissection No 13 50.0% 59 45.4% 0.831
Radical 5 19.2% 32 24.6%
Selective 8 30.8% 39 30.0%
Presence of Parotid Metastasis with Extranodal Extension No 19 76.0% 93 73.8% 0.819
Yes 6 24.0% 33 26.2%
Negative lymph nodes on Neck Dissection Positive 14 56.0% 73 57.5% 0.891
Negative 11 44.0% 54 42.5%
Stage (8ed) I 0 0.0% 20 15.4% <0.001
II 0 0.0% 33 25.4%
III 12 46.2% 47 36.2%
IV 14 53.8% 30 23.1%
Free margins on Parotidectomy with Neck Dissection No 17 65.4% 45 34.6% 0.003
Yes 9 34.6% 85 65.4%
Exigous Margins on Definitive Surgery No 24 92.3% 115 88.5% 0.566
Yes 2 7.7% 15 11.5%
Compromised Margins on Definitive Surgery No 8 30.8% 91 70.0% <0.001
Yes 18 69.2% 39 30.0%
Perineural Invasion No 13 50.0% 85 65.4% 0.138
Yes 13 50.0% 45 34.6%
Angiolymphatic invasion No 18 69.2% 107 82.3% 0.127
Yes 8 30.8% 23 17.7%
Neck Metastasis with Extranodal Extension No 19 73.1% 117 90.0% 0.018
Yes 7 26.9% 13 10.0%
Evolution to Distant Metastasis No 20 76.9% 118 92.2% 0.020
Yes 6 23.1% 10 7.8%
Need for Radiotherapy No 3 11.5% 51 39.2% 0.007
Yes 23 88.5% 79 60.8%
Need for Chemotherapy No 17 65.4% 109 83.8% 0.029
Yes 9 34.6% 21 16.2%
Need for Paliative Care No 8 30.8% 118 90.8% <0.001
Yes 18 69.2% 12 9.2%
Table 5. Cox Multivariate Regression Model for Predicting Recurrence in all group.
Table 5. Cox Multivariate Regression Model for Predicting Recurrence in all group.
STEPWISE
Coef. (B) P-valor Hazard Ratio
HR INF SUP
Group (Transplanted) 1.305 <0.001 3.69 1.84 7.39
Facial Nerve Conservation 1.083 0.074 2.95 0.90 9.67
Presence of Parotid Metastasis with Extranodal Extension -0.429 0.347 0.65 0.27 1.59
Compromised Margins on Definitive Surgery -0.076 0.889 0.93 0.32 2.70
Neck Metastasis with Extranodal Extension 1.688 <0.001 5.41 2.36 12.40
Evolution to Distant Metastasis 1.662 <0.001 5.27 2.29 12.13
Table 6. Cox Multivariate Regression Model for Predicting Mortality Outcome in all group.
Table 6. Cox Multivariate Regression Model for Predicting Mortality Outcome in all group.
ENTER STEPWISE
Coef. (B) P-valor Hazard Ratio Coef. (B) P-valor Hazard Ratio
HR INF SUP HR INF SUP
Primary Skin tumor size 0.076 0.204 1.08 0.96 1.21
Gender (Female) 0.048 0.848 1.05 0.64 1.71
Group 0.299 0.292 1.35 0.77 2.35
Presence of Parotid Metastasis with Extranodal Extension 0.050 0.851 1.05 0.63 1.77
Compromised Margins on Definitive Surgery 0.127 0.677 1.14 0.62 2.06
Perineural Invasion 0.086 0.739 1.09 0.66 1.80
Angiolymphatic invasion -0.517 0.097 0.60 0.32 1.10
Neck Metastasis with Extranodal Extension 0.626 0.099 1.87 0.89 3.93 0.664 0.032 1.94 1.06 3.56
Evolution to Distant Metastasis 0.413 0.275 1.51 0.72 3.17
Need for Radiotherapia -0.419 0.161 0.66 0.37 1.18
Need for Chemotherapy -0.250 0.457 0.78 0.40 1.50
Need for Paliative Care -1.382 0.002 0.25 0.11 0.59 -1.361 0.001 0.26 0.12 0.56
Primary Skin SCC Localization (AO) 0.171 0.650 1.19 0.57 2.48
Primary Skin SCC Localization (LAB) -0.458 0.190 0.63 0.32 1.26
Primary Skin SCC Localization (MMN) -0.214 0.500 0.81 0.43 1.50
Primary Skin SCC Localization (PALP) -0.228 0.598 0.80 0.34 1.86
Primary Tumor Resection Margins (Exiguos) -0.076 0.822 0.93 0.48 1.79
Primary Tumor Resection Margins (Compromised) 0.525 0.024 1.69 1.07 2.67 0.628 0.001 1.87 1.28 2.75
Main Surgical Procedures (Maxillectomy) 1.190 0.041 3.29 1.05 10.31
Main Surgical Procedures (Temporalectomy) 1.114 0.022 3.05 1.17 7.90 1.041 0.007 2.83 1.33 6.03
Main Surgical Procedures (Orbit Exenteration) 0.614 0.160 1.85 0.79 4.35
Main Surgical Procedures (Major Rhinectomy/Others) 1.180 0.004 3.25 1.46 7.24 0.903 0.005 2.47 1.31 4.66
Stage I -0.491 0.205 0.61 0.29 1.31
Stage III -0.668 0.097 0.51 0.23 1.13 -0.591 0.003 0.55 0.38 0.81
Stage IV -0.014 0.976 0.99 0.40 2.43
Legend: AO: Auricular/Ear region; CF: Scalp/Frontal Region; MMN:Cheek/Nose; LAB: Lip/Lip region; PALP: Eyelid/Eyelid region.
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