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Keywords = nonfunctioning pituitary macroadenoma

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16 pages, 2744 KB  
Article
BDNF and TNF-α, OCT and VF Parameters in Pituitary Macroadenoma Patients: A 12-Month Prospective Study
by Monika Sarnat-Kucharczyk, Beata Kos-Kudła, Małgorzata A. Janik, Paweł Janik, Katarzyna Komosińska-Vassev, Aleksandra Górecka and Ewa Mrukwa-Kominek
Int. J. Mol. Sci. 2026, 27(6), 2609; https://doi.org/10.3390/ijms27062609 - 12 Mar 2026
Viewed by 505
Abstract
Pituitary macroadenomas often cause visual pathway impairment due to optic chiasm compression. The association between systemic neurotrophic factors and visual recovery remains insufficiently explored. This prospective observational cohort study included 53 patients (106 eyes); 36 patients (72 eyes) completed a 12-month follow-up. Patients [...] Read more.
Pituitary macroadenomas often cause visual pathway impairment due to optic chiasm compression. The association between systemic neurotrophic factors and visual recovery remains insufficiently explored. This prospective observational cohort study included 53 patients (106 eyes); 36 patients (72 eyes) completed a 12-month follow-up. Patients were assigned to a treatment group (surgical and/or pharmacological; n = 23) or an observation group (n = 13). Serum brain-derived neurotrophic factor (BDNF) and tumor necrosis factor-α (TNF-α) were measured at baseline and 12 months. Structural parameters (retinal nerve fiber layer [RNFL], ganglion cell–inner plexiform layer [GCIPL]) and visual field indices (mean sensitivity [MS], mean deviation [MD], square root of loss variance [sLV]) were assessed using optical coherence tomography and automated perimetry. Serum BDNF levels differed significantly between groups at baseline (p = 0.0022) and at 12 months (p < 0.0001), while TNF-α levels showed no significant changes. The treatment group demonstrated significant improvement in visual field parameters and modest RNFL thickening in the right eye (p = 0.0087). Baseline BDNF levels correlated inversely with OCT and visual field measures, particularly in non-functioning adenomas (R = −0.70 to −0.80, p < 0.01). Baseline BDNF predicted treatment qualification (AUC = 0.815). Pituitary macroadenomas are associated with visual dysfunction and systemic neurotrophic alterations. Elevated BDNF may reflect a compensatory neuroprotective response, supporting combined molecular and ophthalmic monitoring. Full article
(This article belongs to the Special Issue Advanced Molecular Research in Brain Tumors)
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10 pages, 459 KB  
Article
Redefining Pituitary Neuroendocrine Tumors in MEN1: Prevalence, Clinical Behavior, and Implications for Long-Term Surveillance
by Roberta Modica, Alessia Liccardi, Roberto Minotta, Elio Benevento, Gianfranco Di Iasi, Massimo Di Nola, Michele Coletta and Annamaria Colao
Curr. Oncol. 2026, 33(2), 97; https://doi.org/10.3390/curroncol33020097 - 4 Feb 2026
Viewed by 869
Abstract
Background: Pituitary neuroendocrine tumors (PitNETs) are a core manifestation of multiple endocrine neoplasia type 1 (MEN1), yet their true prevalence, biological behavior, and optimal management remain debated. Earlier reports suggested increased aggressiveness compared with sporadic PitNETs, while more recent surveillance-based studies indicate a [...] Read more.
Background: Pituitary neuroendocrine tumors (PitNETs) are a core manifestation of multiple endocrine neoplasia type 1 (MEN1), yet their true prevalence, biological behavior, and optimal management remain debated. Earlier reports suggested increased aggressiveness compared with sporadic PitNETs, while more recent surveillance-based studies indicate a predominantly indolent phenotype. Methods: We conducted a retrospective single-center study including all patients with clinical, familial, or genetic MEN1 referred to the Endocrinology Unit of the University of Naples “Federico II”, ENETS Center of Excellence, between January 2004 and June 2025. Demographic, clinical, radiological, hormonal, and therapeutic data were systematically collected. PitNETs were classified by size and hormonal activity. Results: Among 103 MEN1 patients (61 women), 50 (48.5%) were diagnosed with PitNETs at a mean age of 35.1 years. Microadenomas predominated (60%), and tumors were equally distributed between functioning and non-functioning lesions. Prolactin-secreting PitNETs were the most common functioning subtype (42%), followed by rare GH-, ACTH-, or mixed-secreting PitNETs. Dopamine agonists, mainly cabergoline, were prescribed in 38% of cases, while neurosurgical intervention was required in 14%, exclusively for macroadenomas. During follow-up, recurrence occurred in 8% of patients. No significant sex-related differences were observed in prevalence, tumor size, functional status, treatment approach, or outcomes. Conclusions: In our MEN1 cohort, PitNETs were frequent but largely indolent, with a predominance of microadenomas and limited need for surgery. Our findings support individualized, subtype-driven surveillance strategies, with conservative management for clinically non-functioning microadenomas and closer monitoring of prolactin-secreting PitNETs due to variable medical responsiveness. Full article
(This article belongs to the Section Neuro-Oncology)
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18 pages, 830 KB  
Review
The Diagnostic Challenge of Hypophysitis vs. Non-Functioning Pituitary Macroadenomas: An Updated Review and Comparative Analysis of Distinguishing Criteria
by Taieb Ach, Ines Bouzaouech, Ayoub Gasmi, Nassim ben Haj Slama, Aicha Ghachem, Lamys Abbes, Imen Halloul, Wiem Saafi, Hamza El Fekih, Ghada Saad, Yosra Hasni and Houda El Mhabrech
Diagnostics 2026, 16(2), 328; https://doi.org/10.3390/diagnostics16020328 - 20 Jan 2026
Viewed by 1278
Abstract
Background: Differentiating hypophysitis from non-functioning pituitary macroadenomas (NFPMA) remains a clinical and radiological challenge. Both entities present as sellar masses with overlapping features but require distinct therapeutic approaches. Accurate preoperative identification is necessary to avoid unnecessary surgery in inflammatory forms. This review aims [...] Read more.
Background: Differentiating hypophysitis from non-functioning pituitary macroadenomas (NFPMA) remains a clinical and radiological challenge. Both entities present as sellar masses with overlapping features but require distinct therapeutic approaches. Accurate preoperative identification is necessary to avoid unnecessary surgery in inflammatory forms. This review aims to compare the clinical, endocrine, and imaging characteristics of hypophysitis and NFPMA, incorporating recent findings and evaluating the performance of three diagnostic scoring systems currently in use. Methods: A comprehensive narrative literature review was conducted using original articles, clinical series, radiological studies, and systematic reviews retrieved from international databases. The analysis focused on demographic characteristics, clinical presentation, hormonal profiles, magnetic resonance imaging (MRI) features, and the comparative evaluation of the three published diagnostic scoring systems designed to differentiate hypophysitis from NFPMA. Results: Hypophysitis predominantly affects women, particularly during late pregnancy or the postpartum period, and is frequently associated with autoimmune diseases. Corticotropic deficiency and central diabetes insipidus (CDI) are disproportionately frequent in hypophysitis, whereas somatotropic deficiency is more characteristic of NFPMA. Radiologically, hypophysitis typically appears as a smaller, symmetric, and homogeneous mass with intense, uniform contrast enhancement, associated with pituitary stalk thickening and loss of the posterior pituitary bright spot. In contrast, NFPMA generally present as larger, asymmetric, and heterogeneous lesions, frequently invading the cavernous sinus and compressing the optic chiasm. Analysis of the three diagnostic scores indicates that combining clinical, hormonal, and imaging data improves accuracy compared to relying on single features. The most recent score includes hormonal markers, which significantly enhance sensitivity and specificity, emphasizing the importance of integrated assessment. Conclusions: No single clinical, hormonal, or imaging feature is pathognomonic. However, integrating clinical context, endocrine profile, imaging characteristics, and validated diagnostic scores significantly enhances preoperative diagnostic accuracy. The systematic use of composite scores may help optimize therapeutic decision-making and reduce unnecessary surgical interventions in patients with hypophysitis. Full article
(This article belongs to the Special Issue State of the Art in the Diagnosis and Management of Endocrine Tumors)
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14 pages, 1723 KB  
Article
Risk-Stratifying Pituitary Adenoma Treatment: A Cohort Analysis and Risk Prediction of Hypopituitarism
by Adnan Agha, Shriram Dorairaj Gunasekaran, Entessor Mohammed Noor and Khaled Mohammed Asad Al Dahmani
J. Clin. Med. 2025, 14(18), 6656; https://doi.org/10.3390/jcm14186656 - 22 Sep 2025
Cited by 3 | Viewed by 2200
Abstract
Background/Objectives: The management of pituitary adenomas involves balancing treatment efficacy with the risk of long-term morbidity, particularly treatment-induced hypopituitarism. While risk factors are qualitatively recognized, quantitative, individualized risk prediction tools for clinical practice are lacking. This study aims to evaluate and characterize [...] Read more.
Background/Objectives: The management of pituitary adenomas involves balancing treatment efficacy with the risk of long-term morbidity, particularly treatment-induced hypopituitarism. While risk factors are qualitatively recognized, quantitative, individualized risk prediction tools for clinical practice are lacking. This study aims to evaluate and characterize the clinical features, hormonal profiles, and treatment outcomes of pituitary adenomas, and to develop and validate a pragmatic clinical prediction model for new-onset hypopituitarism. Methods: We conducted a retrospective cohort study of 215 patients diagnosed with pituitary adenomas, selected from 647 sellar lesions screened at a tertiary referral center between January 2010 and December 2020. Primary outcomes included adenoma size control, hormonal remission in functioning adenomas, and the development of new-onset hypopituitarism. A multivariable logistic regression model was developed to identify independent predictors of new-onset hypopituitarism, and its performance was assessed for discrimination and calibration. Results: The cohort consisted of 107 prolactinomas (49.8%), 77 non-functioning adenomas (35.8%), 18 GH-secreting (8.4%), and 8 ACTH-secreting (3.7%) adenomas, with a mean age of 43.2 ± 14.1 years and a female predominance (59.1%). At a median follow-up of 4.8 years, overall adenoma control was 92.1%. Radiotherapy achieved 100% adenoma control but was associated with the highest incidence of new hypopituitarism at 5 years (34.3%), significantly greater than medical therapy (5.6%, p < 0.001) and surgery (13.0%, p < 0.01). The final risk prediction model, incorporating treatment modality, baseline hypopituitarism, macroadenoma, age >50 years, and cavernous sinus invasion, demonstrated good discrimination (C-statistic = 0.82; 95% CI: 0.76–0.88) and excellent calibration (Hosmer–Lemeshow p = 0.42). Conclusions: Treatment modalities for pituitary adenomas have distinct risk–benefit profiles. Our validated, points-based risk model provides a transparent and clinically applicable tool to quantify an individual patient’s risk of developing hypopituitarism. This model can be integrated into clinical practice to facilitate shared decision-making and guide personalized surveillance strategies. Full article
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11 pages, 366 KB  
Article
A Predictive Score Incorporating Clinical, Radiologic, and Hormonal Parameters to Discriminate Lymphocytic Hypophysitis from Non-Functioning Pituitary Macroadenomas
by Ach Taieb, Ines Bouzaouache, Ayoub Gasmi, Aicha Ghachem, Imen Halloul, Wiem Saafi, ElFekih Hamza, Saad Ghada, Yosra Hasni and Houda Mhabrech
Diagnostics 2025, 15(18), 2334; https://doi.org/10.3390/diagnostics15182334 - 15 Sep 2025
Cited by 2 | Viewed by 1063
Abstract
Background/Objectives: Non-functional pituitary macroadenomas (NFPMA) are uncommon pituitary lesions that do not cause hormonal hypersecretion and are most often discovered at the macroadenoma stage. Consequently, they are more challenging to diagnose, often mimicking other non-secreting sellar masses, among which hypophysitis should be carefully [...] Read more.
Background/Objectives: Non-functional pituitary macroadenomas (NFPMA) are uncommon pituitary lesions that do not cause hormonal hypersecretion and are most often discovered at the macroadenoma stage. Consequently, they are more challenging to diagnose, often mimicking other non-secreting sellar masses, among which hypophysitis should be carefully considered. This study aimed to differentiate between non-functioning pituitary macroadenomas (NFPMA) and hypophysitis, two distinct sellar pathologies with overlapping MRI features, by developing a diagnostic score based on clinical, biological, and radiological criteria. Methods: We conducted a prospective study, including 56 patients with NFPMA and 16 patients with hypophysitis primarily of the lymphocytic subtype. A total of 31 clinical, biological, and radiological variables were analyzed using univariate and multivariate statistical methods to identify significant predictors and to establish a diagnostic score. Results: Nine significant criteria were identified: female sex, headaches, visual disturbances, corticotropic insufficiency, pituitary volume ≤ 7 cm3, loss of the posterior pituitary bright spot, cavernous sinus invasion, optic pathway compression, and pituitary stalk thickening. The established score demonstrated significant performance in predicting the diagnosis of hypophysitis (p < 0.001; Area Under the Curve = 0.967; 95% CI = 0.926–1). The sensitivity and specificity of this score were 93.8% and 87.5%, respectively, using a threshold ≥0.5. The median score was −2 (interquartile range = [−3.5; 0.5]), with extremes ranging from −6.5 to 9. Among these, pituitary stalk thickening emerged as a key diagnostic indicator. Conclusions: This simple and effective multi-parametric score enables rapid and accurate differentiation of hypophysitis from NFPMA, helping to avoid unnecessary surgical interventions and to improve the management of pituitary insufficiencies and may be especially valuable in settings when biopsy is unavailable or risky. Full article
(This article belongs to the Section Clinical Diagnosis and Prognosis)
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18 pages, 2259 KB  
Article
The Relationship Between the Ganglion Cell–Inner Plexiform Layer, Retinal Nerve Fiber Layer, and Photopic Negative Response in Newly Diagnosed Pituitary Macroadenoma: 12-Month Prospective Follow-Up Study
by Monika Sarnat-Kucharczyk, Dorota Pojda-Wilczek, Ewa Mrukwa-Kominek, Beata Kos-Kudła, Małgorzata A. Janik and Paweł Janik
Cancers 2025, 17(9), 1542; https://doi.org/10.3390/cancers17091542 - 1 May 2025
Cited by 4 | Viewed by 1185
Abstract
Background/Objectives: This prospective study evaluates the relationship between the ganglion cell–inner plexiform layer (GCIPL), retinal nerve fiber layer (RNFL), and photopic negative response (PhNR) in patients with newly diagnosed pituitary macroadenomas over 12 months. Methods: A total of 40 patients (80 eyes) were [...] Read more.
Background/Objectives: This prospective study evaluates the relationship between the ganglion cell–inner plexiform layer (GCIPL), retinal nerve fiber layer (RNFL), and photopic negative response (PhNR) in patients with newly diagnosed pituitary macroadenomas over 12 months. Methods: A total of 40 patients (80 eyes) were included, divided into a treatment group of 27 patients (54 eyes), receiving pharmacological and/or surgical intervention, and an observation group of 13 patients (26 eyes), with non-functional pituitary adenomas (NFPAs) that did not require treatment. Results: Key findings indicate a significant improvement in best corrected visual acuity (BCVA) after 12 months in the treatment group (p = 0.02) and a significant reduction in RNFL thickness in multiple quadrants (p < 0.01). Moreover, PhNR amplitude and W-ratio significantly increased in the treatment group (p < 0.0001). In the observation group, only GCIPL Inferior (p = 0.0470) and PhNR W-ratio (p = 0.0015) showed significant differences. Between-group comparisons showed significant differences in RNFL Nasal quadrant at baseline (p = 0.0017) and after 12 months (p = 0.0150). PhNR amplitude and W-ratio also differed significantly between groups at 12 months (p = 0.0012 and p = 0.0016, respectively). Correlations between OCT and ERG parameters were weak at baseline and diminished over time. Conclusions: These findings suggest that GCIPL, RNFL, and PhNR analyses may be useful for monitoring disease progression and guiding treatment decisions in patients with pituitary macroadenomas. Full article
(This article belongs to the Section Cancer Pathophysiology)
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16 pages, 4854 KB  
Case Report
Pituitary Spindle Cell Oncocytoma: More than a Grade 1 Tumor?
by Jonathan Hammond, Zacharie Gagne, Bojana Mitrovic and Stefano M. Priola
Neurol. Int. 2025, 17(2), 16; https://doi.org/10.3390/neurolint17020016 - 22 Jan 2025
Viewed by 2888
Abstract
Background/Objectives: Spindle cell oncocytomas (SCOs) of the pituitary gland are rare tumors often misdiagnosed for nonfunctioning pituitary macroadenomas. Although classified as grade 1, they are often challenging in terms of diagnosis and treatment. Pituitary SCOs harbor peculiar features such as hypervascularity and stronger [...] Read more.
Background/Objectives: Spindle cell oncocytomas (SCOs) of the pituitary gland are rare tumors often misdiagnosed for nonfunctioning pituitary macroadenomas. Although classified as grade 1, they are often challenging in terms of diagnosis and treatment. Pituitary SCOs harbor peculiar features such as hypervascularity and stronger adherence to surrounding structures, with increased risk of hemorrhage, partial resection, and significantly higher recurrence rate. Almost 100 cases have been reported so far. The role of surgery is still crucial for the decompression of the optic chiasm as well as for achieving diagnosis. However, given the higher tendency of recurrence, the role of postoperative radiotherapy has been investigated over the last few years. Case presentation: Here, we reported a case of a 48-year-old female with a pituitary SCO treated at our institution, in which we focused on diagnosis, treatment, and follow-up. Conclusions: This type of tumor presents a challenge related to its higher vascularity and strong adherence to the surrounding structures. Adjuvant radiotherapy is something that should be considered, especially when gross total resection is not achieved, and finally, SCOs require diligent follow-up to monitor for any signs of disease recurrence or progression. Full article
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12 pages, 876 KB  
Article
Hypopituitarism, Diabetes Insipidus, and Syndrome of Inappropriate Antidiuretic Hormone Secretion after Pituitary Macroadenoma Surgery with Indocyanine Green Dye
by Tomislav Felbabić, Tomaž Velnar and Tomaž Kocjan
Diagnostics 2024, 14(17), 1863; https://doi.org/10.3390/diagnostics14171863 - 26 Aug 2024
Cited by 4 | Viewed by 2316
Abstract
(1) Background: Pituitary adenomas are benign tumors comprising about 18% of all intracranial tumors, and they often require surgical intervention. Differentiating pituitary tissue from adenoma during surgery is crucial to minimize complications. We hypothesized that using ICG dye would reduce the hormonal complication [...] Read more.
(1) Background: Pituitary adenomas are benign tumors comprising about 18% of all intracranial tumors, and they often require surgical intervention. Differentiating pituitary tissue from adenoma during surgery is crucial to minimize complications. We hypothesized that using ICG dye would reduce the hormonal complication rates. (2) Methods: A prospective randomized study (February 2019–October 2023) included 34 patients with non-functional macroadenomas of the pituitary gland randomly assigned to receive intraoperative ICG or be in the control group. All underwent endoscopic endonasal transsphenoidal surgery. Pituitary function was assessed preoperatively, immediately postoperatively, and 3–6 months postoperatively. Adenohypophysis function was evaluated with hormonal tests (Cosyntropin stimulation test, TSH, fT3, fT4, prolactin, IGF-1, FSH, LH, and testosterone in men) and neurohypophysis function with fluid balance, plasma and urine osmolality, and serum and urinary sodium. (3) Results: Of the 34 patients (23 men, 11 women; average age 60.9 years), 5.9% in the ICG group developed diabetes insipidus postoperatively, compared to 23.5% in the control group. Adenohypophysis function worsened in 52.9% of the ICG group and in 35.3% of the control group. (4) Conclusions: Our study did not confirm the benefits of using ICG in these surgeries. Further research with a larger sample is needed. Full article
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9 pages, 1274 KB  
Case Report
A Non-Secreting Pituitary Adenoma That Changed to a Prolactinoma
by Cristina Santiago-Vazquez, Nuria Palacios-Paino and Fernando Cordido
Clin. Pract. 2024, 14(4), 1310-1318; https://doi.org/10.3390/clinpract14040106 - 4 Jul 2024
Cited by 2 | Viewed by 5160
Abstract
Pituitary adenomas (PAs) are the third most common brain tumors in adults right after meningiomas and gliomas. Taking into account their hormonal activity in vivo, they can be divided in functioning PAs, which secrete hormones, and nonfunctioning pituitary adenomas (NFPAs), which are not [...] Read more.
Pituitary adenomas (PAs) are the third most common brain tumors in adults right after meningiomas and gliomas. Taking into account their hormonal activity in vivo, they can be divided in functioning PAs, which secrete hormones, and nonfunctioning pituitary adenomas (NFPAs), which are not associated with increased hormone secretion. We present the case of a man diagnosed with pituitary apoplexy. A transsphenoidal surgery was performed with subtotal removal of the mass. Pituitary hormones were measured before and after the procedure on several occasions, showing always normal PRL values, so he was diagnosed with a clinically NFPA. Two years later, the patient noticed a visual deficit. A new magnetic resonance imaging study was performed, showing adenomatous recurrence, and the patient underwent a new surgery. After this, hormonal evaluation revealed high levels of PRL on several occasions. After treatment with cabergoline was started, PRL levels normalized, the visual deficit improved, and there was a slight adenoma reduction. This case report represents an exception to the paradigm that in the presence of a macroadenoma and normal PRL levels (avoiding the “hook effect”), a prolactinoma can be discarded. Moreover, it stresses the importance of comprehensive, regular, and lifelong surveillance of patients with NFPAs and the close monitoring of serum PRL. Full article
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14 pages, 2467 KB  
Article
Genome-Wide DNA Methylation Profiling as a Prognostic Marker in Pituitary Adenomas—A Pilot Study
by Morten Winkler Møller, Marianne Skovsager Andersen, Bo Halle, Christian Bonde Pedersen, Henning Bünsow Boldt, Qihua Tan, Philipp Sebastian Jurmeister, Grayson A. Herrgott, Ana Valeria Castro, Jeanette K. Petersen and Frantz Rom Poulsen
Cancers 2024, 16(12), 2210; https://doi.org/10.3390/cancers16122210 - 13 Jun 2024
Cited by 4 | Viewed by 2049
Abstract
Background: The prediction of the regrowth potential of pituitary adenomas after surgery is challenging. The genome-wide DNA methylation profiling of pituitary adenomas may separate adenomas into distinct methylation classes corresponding to histology-based subtypes. Specific genes and differentially methylated probes involving regrowth have been [...] Read more.
Background: The prediction of the regrowth potential of pituitary adenomas after surgery is challenging. The genome-wide DNA methylation profiling of pituitary adenomas may separate adenomas into distinct methylation classes corresponding to histology-based subtypes. Specific genes and differentially methylated probes involving regrowth have been proposed, but no study has linked this epigenetic variance with regrowth potential and the clinical heterogeneity of nonfunctioning pituitary adenomas. This study aimed to investigate whether DNA methylation profiling can be useful as a clinical prognostic marker. Methods: A DNA methylation analysis by Illumina’s MethylationEPIC array was performed on 54 pituitary macroadenomas from patients who underwent transsphenoidal surgery during 2007–2017. Twelve patients were excluded due to an incomplete postoperative follow-up, degenerated biobank-stored tissue, or low DNA methylation quality. For the quantitative measurement of the tumor regrowth rate, we conducted a 3D volumetric analysis of tumor remnant volume via annual magnetic resonance imaging. A linear mixed effects model was used to examine whether different DNA methylation clusters had different regrowth patterns. Results: The DNA methylation profiling of 42 tissue samples showed robust DNA methylation clusters, comparable with previous findings. The subgroup of 33 nonfunctioning pituitary adenomas of an SF1-lineage showed five subclusters with an approximately unbiased score of 86%. There were no overall statistically significant differences when comparing hazard ratios for regrowth of 100%, 50%, or 0%. Despite this, plots of correlated survival estimates suggested higher regrowth rates for some clusters. The mixed effects model of accumulated regrowth similarly showed tendencies toward an association between specific DNA methylation clusters and regrowth potential. Conclusion: The DNA methylation profiling of nonfunctioning pituitary adenomas may potentially identify adenomas with increased growth and recurrence potential. Larger validation studies are needed to confirm the findings from this explorative pilot study. Full article
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12 pages, 1846 KB  
Article
Machine Learning Analysis of Post-Operative Tumour Progression in Non-Functioning Pituitary Neuroendocrine Tumours: A Pilot Study
by Ziad Hussein, Robert W. Slack, Stephanie E. Baldeweg, Evangelos B. Mazomenos and Hani J. Marcus
Cancers 2024, 16(6), 1199; https://doi.org/10.3390/cancers16061199 - 19 Mar 2024
Cited by 4 | Viewed by 2302
Abstract
Post-operative tumour progression in patients with non-functioning pituitary neuroendocrine tumours is variable. The aim of this study was to use machine learning (ML) models to improve the prediction of post-operative outcomes in patients with NF PitNET. We studied data from 383 patients who [...] Read more.
Post-operative tumour progression in patients with non-functioning pituitary neuroendocrine tumours is variable. The aim of this study was to use machine learning (ML) models to improve the prediction of post-operative outcomes in patients with NF PitNET. We studied data from 383 patients who underwent surgery with or without radiotherapy, with a follow-up period between 6 months and 15 years. ML models, including k-nearest neighbour (KNN), support vector machine (SVM), and decision tree, showed superior performance in predicting tumour progression when compared with parametric statistical modelling using logistic regression, with SVM achieving the highest performance. The strongest predictor of tumour progression was the extent of surgical resection, with patient age, tumour volume, and the use of radiotherapy also showing influence. No features showed an association with tumour recurrence following a complete resection. In conclusion, this study demonstrates the potential of ML models in predicting post-operative outcomes for patients with NF PitNET. Future work should look to include additional, more granular, multicentre data, including incorporating imaging and operative video data. Full article
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11 pages, 1363 KB  
Article
Pituitary Disease in AIP Mutation-Positive Familial Isolated Pituitary Adenoma (FIPA): A Kindred-Based Overview
by Ismene Bilbao Garay, Adrian F. Daly, Nerea Egaña Zunzunegi and Albert Beckers
J. Clin. Med. 2020, 9(6), 2003; https://doi.org/10.3390/jcm9062003 - 26 Jun 2020
Cited by 13 | Viewed by 5418
Abstract
Clinically-relevant pituitary adenomas occur in about 1:1000 of the general population, but only about 5% occur in a known genetic or familial setting. Familial isolated pituitary adenomas (FIPA) are one of the most important inherited settings for pituitary adenomas and the most frequent [...] Read more.
Clinically-relevant pituitary adenomas occur in about 1:1000 of the general population, but only about 5% occur in a known genetic or familial setting. Familial isolated pituitary adenomas (FIPA) are one of the most important inherited settings for pituitary adenomas and the most frequent genetic cause is a germline mutation in the aryl hydrocarbon receptor-interacting protein (AIP) gene. AIP mutations lead to young-onset macroadenomas that are difficult to treat. Most are growth hormone secreting tumors, but all other secretory types can exist and the clinical profile of affected patients is variable. We present an overview of the current understanding of AIP mutation-related pituitary disease and illustrate various key clinical factors using examples from one of the largest AIP mutation-positive FIPA families identified to date, in which six mutation-affected members with pituitary disease have been diagnosed. We highlight various clinically significant features of FIPA and AIP mutations, including issues related to patients with acromegaly, prolactinoma, apoplexy and non-functioning pituitary adenomas. The challenges faced by these AIP mutation-positive patients due to their disease and the long-term outcomes in older patients are discussed. Similarly, the pitfalls encountered due to incomplete penetrance of pituitary adenomas in AIP-mutated kindreds are discussed. Full article
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13 pages, 236 KB  
Article
Toxicity Profiles of Fractionated Radiotherapy, Contemporary Stereotactic Radiosurgery, and Transsphenoidal Surgery in Nonfunctioning Pituitary Macroadenomas
by Chia-Lun Chang, Kevin Sheng-Po Yuan, Alexander T.H. Wu and Szu-Yuan Wu
Cancers 2019, 11(11), 1658; https://doi.org/10.3390/cancers11111658 - 26 Oct 2019
Cited by 10 | Viewed by 3017
Abstract
Background: Here, we compared the toxicity profiles of contemporary stereotactic radiosurgery (SRS), modern fractionated radiotherapy (FRT), and transsphenoidal surgery used to treat nonfunctioning pituitary macroadenomas. Methods: We included the data of patients with nonfunctioning pituitary macroadenomas. To compare treatment outcomes, the patients were [...] Read more.
Background: Here, we compared the toxicity profiles of contemporary stereotactic radiosurgery (SRS), modern fractionated radiotherapy (FRT), and transsphenoidal surgery used to treat nonfunctioning pituitary macroadenomas. Methods: We included the data of patients with nonfunctioning pituitary macroadenomas. To compare treatment outcomes, the patients were categorized groups 1 (those receiving modern FRT), 2 (those receiving contemporary SRS), and 3 (those receiving transsphenoidal surgery). The multivariable Cox proportional hazards regression analysis was performed to yielded adjusted hazard ratios (aHRs) and their 95% CIs for local recurrence in groups 2 and 3 compared with group 1. Results: We included the data of 248 patients with nonfunctioning pituitary macroadenomas. The analytical results revealed no significant differences in second primary brain or head and neck cancer, hypopituitarism, or optic nerve injury between the three cohorts. The multivariable Cox proportional hazards regression analysis revealed that compared with group 1, the aHRs (95% CIs) for stroke risk in groups 2 and 3 were 0.37 (0.14–0.99) and 0.51 (0.31–0.84), respectively. Conclusion: Contemporary SRS and transsphenoidal surgery for nonfunctioning pituitary macroadenoma treatment have equivalent toxicity profiles. However, modern FRT for nonfunctioning pituitary macroadenoma treatment might considerably increase stroke risk. Full article
13 pages, 802 KB  
Article
Results of Treatment with Modern Fractionated Radiotherapy, Contemporary Stereotactic Radiosurgery, and Transsphenoidal Surgery in Nonfunctioning Pituitary Macroadenoma
by Ping-Kun Hsiao, Chia-Lun Chang, Kevin Sheng-Po Yuan, Alexander T.H. Wu and Szu-Yuan Wu
J. Clin. Med. 2019, 8(4), 518; https://doi.org/10.3390/jcm8040518 - 16 Apr 2019
Cited by 6 | Viewed by 3378
Abstract
Background: To compare the effects of contemporary stereotactic radiosurgery (SRS), modern fractionated radiotherapy (FRT), and transsphenoidal surgery on nonfunctioning pituitary macroadenoma. Methods: We enrolled patients with nonfunctioning pituitary macroadenoma. To compare treatment outcomes, the patients were categorized into three groups according to the [...] Read more.
Background: To compare the effects of contemporary stereotactic radiosurgery (SRS), modern fractionated radiotherapy (FRT), and transsphenoidal surgery on nonfunctioning pituitary macroadenoma. Methods: We enrolled patients with nonfunctioning pituitary macroadenoma. To compare treatment outcomes, the patients were categorized into three groups according to the treatment modality: group 1, patients receiving modern FRT; group 2, patients receiving contemporary SRS; and group 3, patients receiving transsphenoidal surgery. Results: In total, 548 patients with nonfunctioning pituitary macroadenoma were selected for our study. Univariate and multivariate Cox regression analysis results indicated that the treatment modalities were significant independent prognostic factors. In multivariable Cox proportional hazard regression analysis, the adjusted hazard ratios (aHR; 95% confidence interval (CI)) of local recurrence were 0.27 (0.10–0.91) and 1.95 (1.25–2.37) for the SRS and transsphenoidal surgery cohorts, respectively, in comparison with the FRT cohort. The aHR (95% CI) of all-cause mortality was 1.03 (0.68–1.56) for the transsphenoidal surgery cohort in comparison with the FRT cohort, without statistical significance. However, the aHR (95% CI) of all-cause mortality was 0.36 (0.15–0.85) for the SRS cohort in comparison with the FRT cohort. Conclusion: Contemporary SRS has optimal effects on local recurrence and survival compared with modern FRT and transsphenoidal surgery. Modern FRT is associated with more favorable local control and equal survival compared with transsphenoidal surgery. Full article
(This article belongs to the Section Nuclear Medicine & Radiology)
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