Roxana Grigorovici
Current Organizations / Institutes
The organizations/institutes from the scholar's latest article
Roxana Grigorovici has a total of 38 co-authors. Here are the top co-authors by number of shared publications:
- Alexandru Grigorovici
Department of Surgery, Faculty of Medicine, Grigore T. Popa University of Medicine and Pharmacy, 16 University Street, 700115 Iasi, Romania
7 shared publications - Alina Calin Frij
Department of Surgery, Faculty of Medicine, Grigore T. Popa University of Medicine and Pharmacy, 16 University Street, 700115 Iasi, Romania
5 shared publications - Andrei Alexandru Andoni
Surgery Department, Faculty of Medicine, “Grigore T. Popa” University of Medicine and Pharmacy, 700115 Iasi, Romania
3 shared publications - Daniela Constantinescu
Department of Immunology, Grigore T. Popa University of Medicine and Pharmacy Iasi, 700115 Iasi, Romania
3 shared publications - Maria-Paula Comanescu
Department of Surgery I, Faculty of Medicine, Grigore T. Popa University of Medicine and Pharmacy, University Street No. 16, 700115 Iași, Romania
3 shared publications - Mariana Pavel-Tanasa
Grigore T. Popa University of Medicine and Pharmacy Iasi, 700115 Iași, Romania
3 shared publications
Latest Publications
- Open Access
- 2 November 2026
- Published by MDPI AG in Journal of Clinical Medicine
- Vol. 15 (21) , 8532
Perioperative Interventions for Prevention of Prolonged Postoperative Ileus and Gastrointestinal Recovery After Colorectal Surgery: A Systematic Review of Randomized Controlled Trials
Background: Prolonged postoperative ileus (PPOI) remains a common complication after colorectal surgery, leading to delayed gastrointestinal recovery, prolonged hospitalization, and increased healthcare costs. Despite minimally invasive surgery and enhanced recovery protocols, postoperative gastrointestinal dysfunction remains frequent. Interpretation of current evidence is limited by substantial heterogeneity in PPOI definitions and outcome reporting. Methods: This systematic review was conducted according to PRISMA 2020 and Cochrane Handbook recommendations, following a protocol prospectively registered for PROSPERO (CRD420261307668). PubMed/MEDLINE, Embase, and CENTRAL were searched for randomized controlled trials published since January 2000 involving adult colorectal surgery patients. Studies evaluating all perioperative factors associated with PPOI were included. Screening, data extraction, and risk-of-bias assessment were independently performed by multiple reviewers. Findings were synthesized narratively according to perioperative phase and intervention type. Results: Of the 36 included RCTs, 7 (19.4%) reported an operational definition of POI/PPOI, of which 5 (13.9% of all included trials) applied a predefined time-based definition corresponding specifically to PPOI. The remaining studies reported POI/PPOI without sufficiently detailed diagnostic criteria or primarily assessed surrogate measures of gastrointestinal recovery. Across the included trials, effects on postoperative gastrointestinal recovery were heterogeneous, although selected analgesia strategies, early oral feeding, gum chewing, and selected pharmacological interventions showed potentially favorable effects on gastrointestinal recovery outcomes. Non-opioid and multimodal analgesic strategies were associated with earlier bowel recovery, with time to first flatus within 1.5–2 days and first bowel movement within 2–3 days. Although leukocyte count and CRP remained elevated postoperatively in the limited number of trials reporting these markers, no significant between-group differences were observed; therefore, these data do not establish an independent association between postoperative inflammation and PPOI. Conclusions: Because clinically defined PPOI was assessed in only a small proportion of included trials, the available evidence relates predominantly to postoperative gastrointestinal recovery rather than to prevention of clinically defined PPOI. PPOI remains a multifactorial complication arising within the complex interplay of surgical, pharmacological, inflammatory, and perioperative factors; however, the independent effects of opioid exposure, postoperative inflammation, and background recovery protocols cannot be established from the included trials unless these factors are directly randomized. Potential signals of benefit were observed with selected analgesic strategies, early feeding, gum chewing, and some pharmacological interventions; however, heterogeneity in PPOI definitions, interventions, and outcome reporting precludes definitive conclusions regarding their efficacy for PPOI prevention. Persistent heterogeneity in PPOI definitions limits direct comparison between studies. The randomized intervention–control comparisons identified potential signals of benefit for selected strategies, although their efficacy for preventing clinically defined PPOI remains uncertain.
- 2 November 2026
- Published by MDPI AG in Journal of Clinical Medicine
- Vol. 15 (21) , 8532
Open AccessPerioperative Interventions for Prevention of Prolonged Postoperative Ileus and Gastrointestinal Recovery After Colorectal Surgery: A Systematic Review of Randomized Controlled Trials
Background: Prolonged postoperative ileus (PPOI) remains a common complication after colorectal surgery, leading to delayed gastrointestinal recovery, prolonged hospitalization, and increased healthcare costs. Despite minimally invasive surgery and enhanced recovery protocols, postoperative gastrointestinal dysfunction remains frequent. Interpretation of current evidence is limited by substantial heterogeneity in PPOI definitions and outcome reporting. Methods: This systematic review was conducted according to PRISMA 2020 and Cochrane Handbook recommendations, following a protocol prospectively registered for PROSPERO (CRD420261307668). PubMed/MEDLINE, Embase, and CENTRAL were searched for randomized controlled trials published since January 2000 involving adult colorectal surgery patients. Studies evaluating all perioperative factors associated with PPOI were included. Screening, data extraction, and risk-of-bias assessment were independently performed by multiple reviewers. Findings were synthesized narratively according to perioperative phase and intervention type. Results: Of the 36 included RCTs, 7 (19.4%) reported an operational definition of POI/PPOI, of which 5 (13.9% of all included trials) applied a predefined time-based definition corresponding specifically to PPOI. The remaining studies reported POI/PPOI without sufficiently detailed diagnostic criteria or primarily assessed surrogate measures of gastrointestinal recovery. Across the included trials, effects on postoperative gastrointestinal recovery were heterogeneous, although selected analgesia strategies, early oral feeding, gum chewing, and selected pharmacological interventions showed potentially favorable effects on gastrointestinal recovery outcomes. Non-opioid and multimodal analgesic strategies were associated with earlier bowel recovery, with time to first flatus within 1.5–2 days and first bowel movement within 2–3 days. Although leukocyte count and CRP remained elevated postoperatively in the limited number of trials reporting these markers, no significant between-group differences were observed; therefore, these data do not establish an independent association between postoperative inflammation and PPOI. Conclusions: Because clinically defined PPOI was assessed in only a small proportion of included trials, the available evidence relates predominantly to postoperative gastrointestinal recovery rather than to prevention of clinically defined PPOI. PPOI remains a multifactorial complication arising within the complex interplay of surgical, pharmacological, inflammatory, and perioperative factors; however, the independent effects of opioid exposure, postoperative inflammation, and background recovery protocols cannot be established from the included trials unless these factors are directly randomized. Potential signals of benefit were observed with selected analgesic strategies, early feeding, gum chewing, and some pharmacological interventions; however, heterogeneity in PPOI definitions, interventions, and outcome reporting precludes definitive conclusions regarding their efficacy for PPOI prevention. Persistent heterogeneity in PPOI definitions limits direct comparison between studies. The randomized intervention–control comparisons identified potential signals of benefit for selected strategies, although their efficacy for preventing clinically defined PPOI remains uncertain.
- Open Access
- 23 October 2026
- Published by MDPI AG in Biomedicines
- Vol. 14 (11) , 2426
Early Proteolytic Biomarkers in Acute Pancreatitis: Associations with Clinical, Biochemical, and Imaging Severity in a Retrospective Observational Study
Background: Early identification of patients at increased risk of severe acute pancreatitis (AP) remains challenging because clinically relevant disease heterogeneity may not be fully apparent during the initial evaluation. Premature activation of pancreatic digestive zymogens within acinar cells is a central event in the pathophysiology of AP, and biomarkers directly related to this proteolytic process may provide information that is biologically distinct from nonspecific inflammatory markers. This study investigated the prognostic relevance of early serum and urinary trypsinogen-2 and trypsin activation peptide (TAP) in patients with AP, using complementary statistical, Bayesian, and machine-learning approaches. Methods: This retrospective observational cohort included 73 adults with AP who underwent serum and urinary proteolytic biomarker assessment within the first 24 h after admission. Imaging severity was evaluated using the modified Computed Tomography Severity Index (mCTSI) and was available for 66 patients. Associations between biomarkers and clinical or imaging variables were assessed using Spearman correlation and Bayesian inference. Receiver operating characteristic (ROC) analysis evaluated urinary trypsinogen-2 for mCTSI ≥ 4 and mCTSI ≥ 8. A multiple mediation model assessed indirect pathways linking C-reactive protein (CRP) with mCTSI. Unsupervised K-means clustering was used to identify proteolytic profiles, while Elastic Net and Random Forest models were developed to predict higher imaging severity (mCTSI ≥ 6) and log-transformed CRP. No imputation was performed; each analysis used the available valid observations. Results: Urinary trypsinogen-2 concentrations increased significantly across mild, moderate, and severe imaging categories (medians 5149.8, 11,952.8, and 27,008.6 pg/mL, respectively; Kruskal–Wallis p = 0.0073). For mCTSI ≥ 8, urinary trypsinogen-2 yielded an AUC of 0.791 (95% CI, 0.638–0.944), with 77.8% sensitivity and 75.4% specificity at a threshold > 14,707 pg/mL, and a negative predictive value of 95.6%. For mCTSI ≥ 4, the AUC was 0.683 (95% CI, 0.550–0.817). Urinary trypsinogen-2 correlated positively with mCTSI (rho = 0.412, p < 0.001), serum trypsinogen-2 (rho = 0.512, p < 0.001), and urinary TAP (rho = 0.447, p < 0.001), but not with CRP, amylase, or lipase. Bayesian analysis provided strong evidence for the association between urinary trypsinogen-2 and mCTSI (BF10 = 42.37). In the mediation model, the indirect pathway through urinary trypsinogen-2 was statistically significant (β = 0.14, p = 0.009). K-means clustering identified three proteolytic profiles that differed significantly in age, CRP, and BISAP score (p = 0.003, p < 0.001, and p < 0.001, respectively). For mCTSI ≥ 6, Random Forest achieved an AUC of 0.86 and Elastic Net an AUC of 0.81, with urinary trypsinogen-2 the most important predictor in both models. In CRP regression, R2 was 0.53 for Random Forest and 0.41 for Elastic Net. Conclusions: Early urinary trypsinogen-2 was consistently associated with imaging severity and represented the strongest predictor across multiple analytical frameworks, including frequentist correlation, Bayesian inference, mediation analysis, clustering, and machine learning. These findings support its potential role as a component of multimodal early risk stratification in AP, providing information complementary to conventional clinical and biochemical assessment. However, the identified ROC thresholds and machine-learning models remain exploratory and require prospective, multicenter external validation before clinical implementation.
- 23 October 2026
- Published by MDPI AG in Biomedicines
- Vol. 14 (11) , 2426
Open AccessEarly Proteolytic Biomarkers in Acute Pancreatitis: Associations with Clinical, Biochemical, and Imaging Severity in a Retrospective Observational Study
Background: Early identification of patients at increased risk of severe acute pancreatitis (AP) remains challenging because clinically relevant disease heterogeneity may not be fully apparent during the initial evaluation. Premature activation of pancreatic digestive zymogens within acinar cells is a central event in the pathophysiology of AP, and biomarkers directly related to this proteolytic process may provide information that is biologically distinct from nonspecific inflammatory markers. This study investigated the prognostic relevance of early serum and urinary trypsinogen-2 and trypsin activation peptide (TAP) in patients with AP, using complementary statistical, Bayesian, and machine-learning approaches. Methods: This retrospective observational cohort included 73 adults with AP who underwent serum and urinary proteolytic biomarker assessment within the first 24 h after admission. Imaging severity was evaluated using the modified Computed Tomography Severity Index (mCTSI) and was available for 66 patients. Associations between biomarkers and clinical or imaging variables were assessed using Spearman correlation and Bayesian inference. Receiver operating characteristic (ROC) analysis evaluated urinary trypsinogen-2 for mCTSI ≥ 4 and mCTSI ≥ 8. A multiple mediation model assessed indirect pathways linking C-reactive protein (CRP) with mCTSI. Unsupervised K-means clustering was used to identify proteolytic profiles, while Elastic Net and Random Forest models were developed to predict higher imaging severity (mCTSI ≥ 6) and log-transformed CRP. No imputation was performed; each analysis used the available valid observations. Results: Urinary trypsinogen-2 concentrations increased significantly across mild, moderate, and severe imaging categories (medians 5149.8, 11,952.8, and 27,008.6 pg/mL, respectively; Kruskal–Wallis p = 0.0073). For mCTSI ≥ 8, urinary trypsinogen-2 yielded an AUC of 0.791 (95% CI, 0.638–0.944), with 77.8% sensitivity and 75.4% specificity at a threshold > 14,707 pg/mL, and a negative predictive value of 95.6%. For mCTSI ≥ 4, the AUC was 0.683 (95% CI, 0.550–0.817). Urinary trypsinogen-2 correlated positively with mCTSI (rho = 0.412, p < 0.001), serum trypsinogen-2 (rho = 0.512, p < 0.001), and urinary TAP (rho = 0.447, p < 0.001), but not with CRP, amylase, or lipase. Bayesian analysis provided strong evidence for the association between urinary trypsinogen-2 and mCTSI (BF10 = 42.37). In the mediation model, the indirect pathway through urinary trypsinogen-2 was statistically significant (β = 0.14, p = 0.009). K-means clustering identified three proteolytic profiles that differed significantly in age, CRP, and BISAP score (p = 0.003, p < 0.001, and p < 0.001, respectively). For mCTSI ≥ 6, Random Forest achieved an AUC of 0.86 and Elastic Net an AUC of 0.81, with urinary trypsinogen-2 the most important predictor in both models. In CRP regression, R2 was 0.53 for Random Forest and 0.41 for Elastic Net. Conclusions: Early urinary trypsinogen-2 was consistently associated with imaging severity and represented the strongest predictor across multiple analytical frameworks, including frequentist correlation, Bayesian inference, mediation analysis, clustering, and machine learning. These findings support its potential role as a component of multimodal early risk stratification in AP, providing information complementary to conventional clinical and biochemical assessment. However, the identified ROC thresholds and machine-learning models remain exploratory and require prospective, multicenter external validation before clinical implementation.
- Open Access
- 1 August 2026
- Published by MDPI AG in International Journal of Molecular Sciences
- Vol. 27 (15) , 6926
A Multimodal Morphological and Immunohistochemical Analysis of the Human Thymus–Parathyroid Relationship
Although the thymus and parathyroid glands originate from the third pharyngeal pouch, their postnatal relationship has been predominantly interpreted in embryological terms, with limited structural evidence supporting a functional interaction. The aim of this study was to explore whether multimodal observations support a previously underrecognized structural relationship between the thymus and parathyroid glands. For this purpose, microCT-based three-dimensional reconstruction was used to assess their spatial and branching high-attenuation structures, and the findings were correlated with histomorphometric analysis, immunohistochemical evaluation of vascular and extracellular matrix markers, scanning electron microscopy (SEM), and available clinical data. MicroCT analysis revealed distinct three-dimensional architectural patterns in thymic and parathyroid tissues. Histomorphometric and immunohistochemical findings revealed stromal organization and molecular expression patterns compatible with tissue remodeling. SEM provided additional microarchitectural detail, supporting the presence of structural continuity. Notably, the integration of three-dimensional imaging with histological and ultrastructural data revealed a previously underrecognized level of organization at the parathyroid–thymus interface. The overall findings indicate a more complex organized anatomical and microvascular relationship rather than a simple juxtaposition of two distinct structures. Taken together, these multimodal findings support the hypothesis of a previously underexplored structural relationship between the thymus and parathyroid glands. However, the proposed microarchitectural framework should be considered exploratory and requires validation using dedicated vascular imaging and morphometric techniques. The observed micro-tissue-specific architecture suggests that an organized structure may facilitate inter-structural communication, potentially resembling a port system-like arrangement. Further studies are required to clarify its physiological relevance.
- 1 August 2026
- Published by MDPI AG in International Journal of Molecular Sciences
- Vol. 27 (15) , 6926
Open AccessA Multimodal Morphological and Immunohistochemical Analysis of the Human Thymus–Parathyroid Relationship
Although the thymus and parathyroid glands originate from the third pharyngeal pouch, their postnatal relationship has been predominantly interpreted in embryological terms, with limited structural evidence supporting a functional interaction. The aim of this study was to explore whether multimodal observations support a previously underrecognized structural relationship between the thymus and parathyroid glands. For this purpose, microCT-based three-dimensional reconstruction was used to assess their spatial and branching high-attenuation structures, and the findings were correlated with histomorphometric analysis, immunohistochemical evaluation of vascular and extracellular matrix markers, scanning electron microscopy (SEM), and available clinical data. MicroCT analysis revealed distinct three-dimensional architectural patterns in thymic and parathyroid tissues. Histomorphometric and immunohistochemical findings revealed stromal organization and molecular expression patterns compatible with tissue remodeling. SEM provided additional microarchitectural detail, supporting the presence of structural continuity. Notably, the integration of three-dimensional imaging with histological and ultrastructural data revealed a previously underrecognized level of organization at the parathyroid–thymus interface. The overall findings indicate a more complex organized anatomical and microvascular relationship rather than a simple juxtaposition of two distinct structures. Taken together, these multimodal findings support the hypothesis of a previously underexplored structural relationship between the thymus and parathyroid glands. However, the proposed microarchitectural framework should be considered exploratory and requires validation using dedicated vascular imaging and morphometric techniques. The observed micro-tissue-specific architecture suggests that an organized structure may facilitate inter-structural communication, potentially resembling a port system-like arrangement. Further studies are required to clarify its physiological relevance.
- Open Access
Integrating Bayesian Inference and Machine Learning to Evaluate TAP and Trypsin-2 as Early Biomarkers of Systemic Inflammation in Acute Pancreatitis
Background and Objectives: Acute pancreatitis (AP) has a wide range of clinical severity, and early prediction of disease progression is still challenging. Trypsinogen-activating peptide (TAP) and trypsin-2 serve as direct biomarkers for intrapancreatic proteolytic activation and may provide earlier pathophysiological information compared with traditional markers. Materials and Methods: In this retrospective cohort analysis involving 54 AP patients, we evaluated 24 h serum and urinary TAP and trypsin-2 concentrations by Bayesian correlation, mediation analysis, unsupervised K-means clustering, and supervised machine learning (Elastic Net and Random Forest). The analyses investigated the relationships of biomarkers with inflammation (CRP), enzymatic activities (amylase, lipase), and clinical factors, as well as inflammation severity (CRP levels). Results: Bayesian correlations indicated moderate evidence for a relationship between serum TAP and CRP (BF10 = 8.42), as well as strong evidence linking age to serum TAP (BF10 = 12.75). Serum trypsin-2 showed no correlation with CRP, while urinary trypsin-2 had a correlation with amylase (BF10 = 6.89). Mediation analysis indicated that TAP and trypsin-2 accounted for 42–44% of the impact of CRP on pancreatic enzyme elevation. Clustering revealed three phenotypic subgroups (“Mild Activation”, “Moderate System”, and “Severe Pancreatic-Renal”), the latter showing the highest levels of CRP and biomarkers. Machine learning models highlighted urinary trypsin-2 and age as the most significant predictors of inflammation, with Random Forest achieving the highest performance (R2 = 0.53). Conclusions: Early urinary trypsin-2 outperforms serum markers as a predictor of systemic inflammatory intensity, indicating total proteolytic impairment and renal clearance. This integrative analysis reveals unique biological phenotypes and highlights the potential of these biomarkers for early assessment of the inflammatory burden. Their role in predicting clinical disease progression requires prospective validation. Integrative biomarker analysis reveals unique biological phenotypes and improves assessment of inflammatory burden in PA. Larger cohorts are required for prospective validation to incorporate these biomarkers into precision-based diagnostic frameworks.
Open AccessIntegrating Bayesian Inference and Machine Learning to Evaluate TAP and Trypsin-2 as Early Biomarkers of Systemic Inflammation in Acute Pancreatitis
Background and Objectives: Acute pancreatitis (AP) has a wide range of clinical severity, and early prediction of disease progression is still challenging. Trypsinogen-activating peptide (TAP) and trypsin-2 serve as direct biomarkers for intrapancreatic proteolytic activation and may provide earlier pathophysiological information compared with traditional markers. Materials and Methods: In this retrospective cohort analysis involving 54 AP patients, we evaluated 24 h serum and urinary TAP and trypsin-2 concentrations by Bayesian correlation, mediation analysis, unsupervised K-means clustering, and supervised machine learning (Elastic Net and Random Forest). The analyses investigated the relationships of biomarkers with inflammation (CRP), enzymatic activities (amylase, lipase), and clinical factors, as well as inflammation severity (CRP levels). Results: Bayesian correlations indicated moderate evidence for a relationship between serum TAP and CRP (BF10 = 8.42), as well as strong evidence linking age to serum TAP (BF10 = 12.75). Serum trypsin-2 showed no correlation with CRP, while urinary trypsin-2 had a correlation with amylase (BF10 = 6.89). Mediation analysis indicated that TAP and trypsin-2 accounted for 42–44% of the impact of CRP on pancreatic enzyme elevation. Clustering revealed three phenotypic subgroups (“Mild Activation”, “Moderate System”, and “Severe Pancreatic-Renal”), the latter showing the highest levels of CRP and biomarkers. Machine learning models highlighted urinary trypsin-2 and age as the most significant predictors of inflammation, with Random Forest achieving the highest performance (R2 = 0.53). Conclusions: Early urinary trypsin-2 outperforms serum markers as a predictor of systemic inflammatory intensity, indicating total proteolytic impairment and renal clearance. This integrative analysis reveals unique biological phenotypes and highlights the potential of these biomarkers for early assessment of the inflammatory burden. Their role in predicting clinical disease progression requires prospective validation. Integrative biomarker analysis reveals unique biological phenotypes and improves assessment of inflammatory burden in PA. Larger cohorts are required for prospective validation to incorporate these biomarkers into precision-based diagnostic frameworks.
- Open Access
The Role of Mean Platelet Volume (MPV) in Thyroid Cancers: A Scoping Review
Background and Objectives: Mean platelet volume (MPV) is a routinely available blood marker that measures platelet size and activation, and it has been evaluated as a potential marker for thyroid malignancies. Platelets participate in tumor genesis through angiogenesis, immune evasion, and metastasis, making them plausible adjuncts for cancer risk evaluation. The objective is to systematically evaluate the role of MPV in thyroid cancers, with the main focus on diagnostic accuracy, prognostic value, and limitations, focusing on papillary thyroid carcinoma (PTC). Materials and Methods: A systematic search of PubMed was conducted from January 2015 to September 2025. Only free full-text studies on human subjects were included. Eligible studies included case–control, cohort, or observational designs reporting MPV or platelet indices in thyroid cancer compared with benign nodules or healthy controls. Data on diagnostic performance, associations with tumor stage, lymph node involvement, and recurrence were extracted and synthesized narratively. No formal risk-of-bias or study quality assessment tool was applied. The literature search was restricted to studies with freely available full-text articles, which may have introduced access-based selection bias. Results: Eleven studies met the inclusion criteria. Most of them reported high MPV values in papillary thyroid carcinoma (PTC), with limited evidence regarding other thyroid cancer subtypes. High values of MPC were reported in the majority of studies in PTC compared to benign nodules or healthy controls. The diagnostic performance of MPV alone was poor, but integration with inflammatory ratios such as the neutrophil-to-lymphocyte ratio (NLR) or platelet-to-lymphocyte ratio (PLR), and with ultrasound systems (TI-RADS), improved accuracy. Regarding prognostic utility, some studies linked higher MPV with lymph node involvement or recurrence risk, while others did not find significant data. Thyroid function, autoimmune thyroid disease, and methodological variability in MPV measurement limited comparability across studies. Conclusions: MPV is a low-cost adjunct biomarker, especially when combined with other hematologic and imaging markers. However, MPV should not be used as a stand-alone diagnostic or prognostic tool. Larger, prospective studies are mandatory to clarify its clinical role.
Open AccessThe Role of Mean Platelet Volume (MPV) in Thyroid Cancers: A Scoping Review
Background and Objectives: Mean platelet volume (MPV) is a routinely available blood marker that measures platelet size and activation, and it has been evaluated as a potential marker for thyroid malignancies. Platelets participate in tumor genesis through angiogenesis, immune evasion, and metastasis, making them plausible adjuncts for cancer risk evaluation. The objective is to systematically evaluate the role of MPV in thyroid cancers, with the main focus on diagnostic accuracy, prognostic value, and limitations, focusing on papillary thyroid carcinoma (PTC). Materials and Methods: A systematic search of PubMed was conducted from January 2015 to September 2025. Only free full-text studies on human subjects were included. Eligible studies included case–control, cohort, or observational designs reporting MPV or platelet indices in thyroid cancer compared with benign nodules or healthy controls. Data on diagnostic performance, associations with tumor stage, lymph node involvement, and recurrence were extracted and synthesized narratively. No formal risk-of-bias or study quality assessment tool was applied. The literature search was restricted to studies with freely available full-text articles, which may have introduced access-based selection bias. Results: Eleven studies met the inclusion criteria. Most of them reported high MPV values in papillary thyroid carcinoma (PTC), with limited evidence regarding other thyroid cancer subtypes. High values of MPC were reported in the majority of studies in PTC compared to benign nodules or healthy controls. The diagnostic performance of MPV alone was poor, but integration with inflammatory ratios such as the neutrophil-to-lymphocyte ratio (NLR) or platelet-to-lymphocyte ratio (PLR), and with ultrasound systems (TI-RADS), improved accuracy. Regarding prognostic utility, some studies linked higher MPV with lymph node involvement or recurrence risk, while others did not find significant data. Thyroid function, autoimmune thyroid disease, and methodological variability in MPV measurement limited comparability across studies. Conclusions: MPV is a low-cost adjunct biomarker, especially when combined with other hematologic and imaging markers. However, MPV should not be used as a stand-alone diagnostic or prognostic tool. Larger, prospective studies are mandatory to clarify its clinical role.
- Open Access
- 29 December 2025
- Published by MDPI AG in Journal of Clinical Medicine
- Vol. 15 (1) , 268
Validation of an Integrated Clinical Biomarker Diagnostic Model for Acute Pancreatitis: Incorporating Trypsinogen-Activating Peptide and Trypsin-2 in a Romanian Population Study
Introduction: Severe acute pancreatitis (SAP) is a critical condition that affects 20–30% of people with acute pancreatitis (AP). Prompt detection and accurate classification are crucial to direct prompt interventions, increase resource allocation, and improve patient outcomes. Current scoring systems, while beneficial, frequently face challenges related to speed, complexity, and early predictive accuracy. Method: We developed and validated an effective six-parameter risk assessment scale for AP, incorporating pancreatic-specific biomarkers (trypsinogen-activating peptide [TAP], trypsin-2), systemic inflammation markers (C-reactive protein), pancreatic enzyme concentrations, blood glucose, and patient age. The study cohort included 104 patient samples. Reliability was assessed using Cronbach’s alpha and Spearman–Brown coefficients, factorial validity was determined by principal component analysis, and predictive validity was analyzed using logistic regression and receiver operating characteristic (ROC) analysis. Biotemporal changes at 24 and 48 h were assessed to classify risk scoring. Results: The scale demonstrated satisfactory internal consistency (Cronbach’s alpha = 0.72) and a distinct structure with two factors representing local pancreatic damage and systemic inflammation, explaining 65% of the variability. Logistic regression established predictive validity for serious outcomes, with TAP and trypsin-2 showing significant correlations. ROC analysis demonstrated remarkable discriminative capacity (AUC = 0.85), showing a sensitivity of 82.4% and a specificity of 76.8%. Assessment of temporal biomarkers showed a reduction in TAP, signifying resolution of the initial enzymatic activation, while trypsin-2 levels continued to increase, indicating persistent damage to the pancreatic tissue. Patients were classified into low-, moderate- and high-risk groups, facilitating practical clinical decision-making. Discussion and Conclusions: This six-parameter risk score provides a rapid, biologically based, and clinically useful method for early detection of patients at risk for SAP. Combining indicators of local pancreatic involvement with systemic inflammation allows for prompt triage, improves the allocation of intensive therapy, and supports informed prognostic conversations.
- 29 December 2025
- Published by MDPI AG in Journal of Clinical Medicine
- Vol. 15 (1) , 268
Open AccessValidation of an Integrated Clinical Biomarker Diagnostic Model for Acute Pancreatitis: Incorporating Trypsinogen-Activating Peptide and Trypsin-2 in a Romanian Population Study
Introduction: Severe acute pancreatitis (SAP) is a critical condition that affects 20–30% of people with acute pancreatitis (AP). Prompt detection and accurate classification are crucial to direct prompt interventions, increase resource allocation, and improve patient outcomes. Current scoring systems, while beneficial, frequently face challenges related to speed, complexity, and early predictive accuracy. Method: We developed and validated an effective six-parameter risk assessment scale for AP, incorporating pancreatic-specific biomarkers (trypsinogen-activating peptide [TAP], trypsin-2), systemic inflammation markers (C-reactive protein), pancreatic enzyme concentrations, blood glucose, and patient age. The study cohort included 104 patient samples. Reliability was assessed using Cronbach’s alpha and Spearman–Brown coefficients, factorial validity was determined by principal component analysis, and predictive validity was analyzed using logistic regression and receiver operating characteristic (ROC) analysis. Biotemporal changes at 24 and 48 h were assessed to classify risk scoring. Results: The scale demonstrated satisfactory internal consistency (Cronbach’s alpha = 0.72) and a distinct structure with two factors representing local pancreatic damage and systemic inflammation, explaining 65% of the variability. Logistic regression established predictive validity for serious outcomes, with TAP and trypsin-2 showing significant correlations. ROC analysis demonstrated remarkable discriminative capacity (AUC = 0.85), showing a sensitivity of 82.4% and a specificity of 76.8%. Assessment of temporal biomarkers showed a reduction in TAP, signifying resolution of the initial enzymatic activation, while trypsin-2 levels continued to increase, indicating persistent damage to the pancreatic tissue. Patients were classified into low-, moderate- and high-risk groups, facilitating practical clinical decision-making. Discussion and Conclusions: This six-parameter risk score provides a rapid, biologically based, and clinically useful method for early detection of patients at risk for SAP. Combining indicators of local pancreatic involvement with systemic inflammation allows for prompt triage, improves the allocation of intensive therapy, and supports informed prognostic conversations.
- Open Access
- 28 November 2025
- Published by MDPI AG in International Journal of Molecular Sciences
- Vol. 26 (23) , 11561
Cross-Expression of Thymic and Parathyroid Hormone Receptors Supports the Hypothesis of a Parathyroid–Thymus Port System
The thymus and parathyroid glands share a common embryological origin from the third pharyngeal pouch, yet their potential morphological and functional interconnections remain insufficiently explored. We conducted a comparative study integrating immunohistochemistry (IHC) and SEM on human thymic tissue, parathyroid adenomas, and parathyroid tissue excised during thyroidectomy. IHC staining targeted Thymosin-α1, CaSR, and PTH1R, with semi-quantitative evaluation of staining intensity and distribution. SEM analysis was performed at multiple magnifications to assess stromal organization and microvascular relief. Non-parametric statistical tests (Kruskal–Wallis with Mann–Whitney post hoc comparisons) were applied to clinical and laboratory data across the three cohorts. Scanning electron microscopy (SEM) revealed convergent ultrastructural features between thymus and parathyroid, including reticular stromal meshes and vascular grooves suggestive of comparable microcirculatory organization. IHC demonstrated robust Thymosin expression in thymus, with heterogeneous/apical distribution in parathyroid tissue; CaSR showed strong membranous and cytoplasmic expression in parathyroid, but weak diffuse signal in thymus; PTH1R exhibited low-to-moderate expression in thymus and moderate heterogeneous expression in parathyroid, with apical accentuation in adenomas. Statistical analysis confirmed significant differences in ionized calcium, PTH, and anti-AChR titers among the three cohorts (all p < 0.001), while TSH and calcitonin did not differ significantly. Our findings strengthen the hypothesis of a morpho-functional parathyroid–thymus axis. The robust parathyroid expression of CaSR and PTH1R aligns with established roles in calcium–PTH homeostasis, while the novel detection of Thymosin in parathyroid tissue suggests an expanded functional repertoire. These results highlight a continuum between embryological proximity and adult tissue cross-talk, with potential clinical implications for parathyroid pathology and immune regulation.
- 28 November 2025
- Published by MDPI AG in International Journal of Molecular Sciences
- Vol. 26 (23) , 11561
Open AccessCross-Expression of Thymic and Parathyroid Hormone Receptors Supports the Hypothesis of a Parathyroid–Thymus Port System
The thymus and parathyroid glands share a common embryological origin from the third pharyngeal pouch, yet their potential morphological and functional interconnections remain insufficiently explored. We conducted a comparative study integrating immunohistochemistry (IHC) and SEM on human thymic tissue, parathyroid adenomas, and parathyroid tissue excised during thyroidectomy. IHC staining targeted Thymosin-α1, CaSR, and PTH1R, with semi-quantitative evaluation of staining intensity and distribution. SEM analysis was performed at multiple magnifications to assess stromal organization and microvascular relief. Non-parametric statistical tests (Kruskal–Wallis with Mann–Whitney post hoc comparisons) were applied to clinical and laboratory data across the three cohorts. Scanning electron microscopy (SEM) revealed convergent ultrastructural features between thymus and parathyroid, including reticular stromal meshes and vascular grooves suggestive of comparable microcirculatory organization. IHC demonstrated robust Thymosin expression in thymus, with heterogeneous/apical distribution in parathyroid tissue; CaSR showed strong membranous and cytoplasmic expression in parathyroid, but weak diffuse signal in thymus; PTH1R exhibited low-to-moderate expression in thymus and moderate heterogeneous expression in parathyroid, with apical accentuation in adenomas. Statistical analysis confirmed significant differences in ionized calcium, PTH, and anti-AChR titers among the three cohorts (all p < 0.001), while TSH and calcitonin did not differ significantly. Our findings strengthen the hypothesis of a morpho-functional parathyroid–thymus axis. The robust parathyroid expression of CaSR and PTH1R aligns with established roles in calcium–PTH homeostasis, while the novel detection of Thymosin in parathyroid tissue suggests an expanded functional repertoire. These results highlight a continuum between embryological proximity and adult tissue cross-talk, with potential clinical implications for parathyroid pathology and immune regulation.
- Open Access
- 23 June 2025
- Published by MDPI AG in International Journal of Molecular Sciences
- Vol. 26 (13) , 6000
Perspectives on the Parathyroid–Thymus Interconnection—A Literature Review
The parathyroid and thymus glands are key components of the endocrine and immune systems, respectively, with intriguing developmental, anatomical, and functional interrelationships. This study starts from the hypothesis that, given their shared embryological origin, it is plausible that the thymus and parathyroid glands interact functionally and may share pathological pathways. The present study explores the developmental pathways, spatial proximity, and potential cross-talk between these glands. Recent studies suggest that parathyroid hormone (PTH) may influence thymic function, including T-cell maturation and immune regulation, while thymic signaling molecules could impact calcium homeostasis and parathyroid activity. Understanding the functional and etiopathogenical relations between these endocrine glands offers new insights into endocrine–immunological crosstalk, and therapeutic approaches targeting disorders such as hypoparathyroidism, thymomas, myasthenia gravis and thymic hypoplasia. Perspectives and conclusion: Future research is essential to discover the molecular mechanisms underpinning this dynamic interrelation and its broader implications for health and disease. Because there is still very little data on this interaction, in-depth studies are necessary on large groups of patients. This research proposes a cross-study of the receptors for the main substances secreted by the two categories of endocrine glands. At the same time, it is essential to carry out an in-depth study on the cervico-pericardial ligaments through the lens of this glandular interaction. These ligaments could contain the main blood and nerve communication pathway between the parathyroids and the glands.
- 23 June 2025
- Published by MDPI AG in International Journal of Molecular Sciences
- Vol. 26 (13) , 6000
Open AccessPerspectives on the Parathyroid–Thymus Interconnection—A Literature Review
The parathyroid and thymus glands are key components of the endocrine and immune systems, respectively, with intriguing developmental, anatomical, and functional interrelationships. This study starts from the hypothesis that, given their shared embryological origin, it is plausible that the thymus and parathyroid glands interact functionally and may share pathological pathways. The present study explores the developmental pathways, spatial proximity, and potential cross-talk between these glands. Recent studies suggest that parathyroid hormone (PTH) may influence thymic function, including T-cell maturation and immune regulation, while thymic signaling molecules could impact calcium homeostasis and parathyroid activity. Understanding the functional and etiopathogenical relations between these endocrine glands offers new insights into endocrine–immunological crosstalk, and therapeutic approaches targeting disorders such as hypoparathyroidism, thymomas, myasthenia gravis and thymic hypoplasia. Perspectives and conclusion: Future research is essential to discover the molecular mechanisms underpinning this dynamic interrelation and its broader implications for health and disease. Because there is still very little data on this interaction, in-depth studies are necessary on large groups of patients. This research proposes a cross-study of the receptors for the main substances secreted by the two categories of endocrine glands. At the same time, it is essential to carry out an in-depth study on the cervico-pericardial ligaments through the lens of this glandular interaction. These ligaments could contain the main blood and nerve communication pathway between the parathyroids and the glands.