ChemInform Research Articles

The Importance of Fertility Preservation in the Transgender Population

ObjectiveTo call to attention the often-overlooked aspect of pediatric transgender care: the importance of fertility preservation prior to instituting gender-affirming therapy. The transgender population has long been marginalized by society. Societal stigmata, fear to seek care, and dearth of provider knowledge regarding transgender health issues has caused disparities to widen. Gender affirming procedures and hormone therapy affect the long-term reproductive potential of transgender individuals. While cost concerns and insurance coverage regarding oncofertility is a prominent area of discussion, the transgender community is often excluded. MethodsSixteen genetically XY females, followed by their multidisciplinary transgender care teams, were interested in starting hormone therapy due to impending onset and/or progression of puberty. Their physicians were aware of fertility struggles after undergoing hormone therapy and therefore referred to urology. Sperm cryopreservation via open gonadal biopsy, testicular tissue cryopreservation (TTC), and semen sample (when age/maturity-appropriate) were discussed. Though requiring surgery, biopsy/TTC relieves patients of the psychological impact of semen sample production. ResultsUnder IRB approval, 15 patients (median age 12 years, range 10-16 years) underwent TTC (Figure 1). One patient (aged years) opted for semen sample. All patients had success with spermatogonial stem cells cryopreserved for future patient use. ConclusionsWith more individuals beginning medical and surgical therapy at a younger age, fertility preservation discussions are essential but often overlooked, depriving these individuals the joy of becoming a biological parent. TTC can be safely done in pediatric populations, though research is necessary to expand beyond current experimental stage of tissue-development.

Impact of Surgical and Anesthetic Procedures after Colorectal Cancer Surgery: A Propensity Score-Matched Cohort Study (The PROCOL Study).

Background: Surgical inflammatory pain decreases the innate and adaptive immune antitumor response and favors residual circulating tumor cells. Objectives: This study investigated whether minimally invasive surgeries (laparoscopic and robotic procedures), which are less painful and inflammatory, improved oncological outcomes after colorectal resection compared to laparotomy. Methods: This research was a single-center propensity score-matched study involving patients who underwent colectomy and rectum resection from July 2017 to December 2019. Results: Seventy-four laparotomies and 211 minimally invasive procedures were included. Minimally invasive procedures were associated with less blood loss (0 mL vs. 75 mL, p < 0.001), shorter length of stay (8 days vs. 12 days, p < 0.001), and fewer complications at 3 months (11.8% vs. 29.4%, p = 0.02) compared to laparotomies. No difference in overall survival (OS) and recurrence-free survival (RFS) at 3 years between groups was observed. Univariate Cox regression analyses demonstrated that age and ASA > 3 can negatively impact OS, while adjuvant chemotherapy can positively influence OS. pT3-T4 stage and postoperative pain could negatively influence RFS. Multivariate Cox regression analyses concluded that age (HR 1.08, p < 0.01) and epidural analgesia (HR 0.12, p = 0.03) were predictors for OS. Lidocaine infusion (HR 0.39, p = 0.04) was a positive predictor for RFS. Conclusions: Minimally invasive procedures reduce postoperative complications and shorten the length of hospital stay compared to major surgeries without improving prognosis. However, the administration of local anesthetics through neuraxial anesthesia or intravenous infusion could improve survival and decrease the occurrence of relapses.

Can we “prehabilitate” pancreatic cancer patients prior to surgery?A critical appraisal of the literature

BackgroundEnhancing a patient’s functional capacity to withstand the surgical stress by means of multimodal (combined exercise, nutrition and psychological interventions) prehabilitation may potentially lead to improved outcomes in pancreatic cancer surgery. MethodologyA systematic review was undertaken searching PubMed, Google Scholar and Cochrane Library databases, exploring the impact of prehabilitation in pancreatic surgery. Outcomes of interest were adherence to the prehabilitation, functional capacity, overall complications and post-operative length of stay. Pooled analysis was performed using a random-effects model. ResultsTwelve studies comprising of 1497 patients were included in the review. Most of the studies seem to lack a multimodal approach. Less than 50 % of the studies reported adherence, which ranged between 27 to 100 %. Functional capacity, in terms of 6-minute walk test, showed improvement with prehabilitation. Among the post-operative outcomes, prehabilitation was associated with significant improvement in pulmonary complications (2.4 % versus 6.7 %, RR 0.36, CI 0.17-0.74, p= 0.01, I2= 28%). Prehabilitation was not effective in terms of length of stay or readmission rates. ConclusionsLarger studies with multimodal prehabilitation approaches may demonstrate more consistent and clinically meaningful benefits, which would lead to a firm appreciation of its role the management of pancreatic cancer patients undergoing surgery.

Peritoneal infection after colorectal cancer surgery induces substantial alterations in postoperative protein levels: an exploratory study

PurposePeritoneal infection, due to anastomotic leakage, after resection for colorectal cancer have been shown to associate with increased cancer recurrence and mortality, as well as cardiovascsular morbidity. Alterations in circulating protein levels could help shed light on the underlying mechanisms, prompting this exploratory study of 64 patients operated for colorectal cancer with anastomosis.MethodsThirty-two cases who suffered a postoperative peritoneal infection were matched with 32 controls who had a complication-free postoperative stay. Proteins in serum samples at their first postoperative visit and at one year after surgery were analysed using proximity extension assays and enzyme-linked immunosorbent assays. Multivariate projection methods, adjusted for multiple testing, were used to compare levels between groups, and enrichment and network analyses were performed.ResultsSeventy-seven proteins, out of 270 tested, were differentially expressed at a median sampling time of 41 days postoperatively. These proteins were all normalised one year after surgery. Many of the differentially expressed top hub proteins have known involvement in cancer progression, survival, invasiveness and metastasis. Over-represented pathways were related to cardiomyopathy, cell-adhesion, extracellular matrix, phosphatidylinositol-3-kinase/Akt (PI3K-Akt) and transforming growth factor beta (TGF-β) signaling.ConclusionThese affected proteins and pathways could provide clues as to why patients with peritoneal infection might suffer increased cancer recurrence, mortality and cardiovascular morbidity.

Effect of lactic acid bacteria fermentation on spray-dried egg yolk powder: Powder characteristics, structural properties and gastrointestinal digestibility

Preparation of egg yolk powder with high solubility and high gastrointestinal digestibility is important for its effective utilization in the food industry. This study discovered that fermentation of egg yolks by lactic acid bacteria (LAB) resulted in a 54.3% increase in solubility, 110.6% increase in water dispersibility, and improved the stability of the dispersion to sedimentation. Fermentation resulted in smaller average particle size, enhanced hydrolysis of proteins and fats, and a more expansive protein structure in the egg yolk powder. Laser confocal microscopy showed increased hydrolysis of protein and fat in fermented egg yolk powder during simulated digestion, highlighting enhanced digestive properties due to LAB fermentation. This study validated the feasibility of LAB fermentation technology for modifying egg yolk powder, offering valuable insights for its processing and application in the food industry.

Separating Surface Reflectance from Volume Reflectance in Medical Hyperspectral Imaging.

Hyperspectral imaging has shown great promise for diagnostic applications, particularly in cancer surgery. However, non-bulk tissue-related spectral variations complicate the data analysis. Common techniques, such as standard normal variate normalization, often lead to a loss of amplitude and scattering information. This study investigates a novel approach to address these spectral variations in hyperspectral images of optical phantoms and excised human breast tissue. Our method separates surface and volume reflectance, hypothesizing that spectral variability arises from significant variations in surface reflectance across pixels. An illumination setup was developed to measure samples with a hyperspectral camera from different axial positions but with identical zenith angles. This configuration, combined with a novel data analysis approach, allows for the estimation and separation of surface reflectance for each direction and volume reflectance across all directions. Validated with optical phantoms, our method achieved an 83% reduction in spectral variability. Its functionality was further demonstrated in excised human breast tissue. Our method effectively addresses variations caused by surface reflectance or glare while conserving surface reflectance information, which may enhance sample analysis and evaluation. It benefits samples with unknown refractive index spectra and can be easily adapted and applied across a wide range of fields where hyperspectral imaging is used.

Children with previous COVID-19 infection are more likely to present with recurrent acute otitis media or tube otorrhea

ObjectiveSince December 2021, the number of children with COVID-19 infections has increased. Sequelae in children have not been well-described. Our goal was to determine if children with a history of COVID-19 infection (C19 group) were more likely to present with recurrent acute otitis media (rAOM) or post-ventilation tube otorrhea (VTO) than children who had no history of COVID-19 infection (NoC19 group). MethodsCharts of consecutive children presenting at a pediatric otolaryngology clinic from March–May 2022 were reviewed. Demographics, COVID-19 test history, comorbidities, ultimate diagnosis, physical exam findings, and management plan were included. No children had a known COVID-19 infection at the time of visit. Results524 children were included, 228 (43.5 %) girls and 296 (56.5 %) boys. Mean age was 5 years (95 % CI 4.6–5.4). 115 (21.9 %) had a history of COVID-19 infection.104 (19.8 %) had a diagnosis of rAOM or VTO, 26.1 % (30/115) children in C19 and 18.1 % (74/409) children in NoC19 (Fisher's Exact p = .04, OR = 1.6). For children without ventilation tubes in place, 23.5 % (27/115) in C19 had rAOM versus 15.2 % (62/409) in NoC19 (p = .03, OR = 1.7). 18.3 % (21/115) of the C19 group had nasal congestion compared to 6.6 % (27/409) of the NoC19 group (p < .001, OR = 3.2). There was no difference in incidence of otitis media with effusion, tonsil/adenoid hypertrophy, sleep-disordered breathing, or epistaxis between the groups. ConclusionInfection with COVID-19 may be associated with an increased risk of rAOM and VTO in children. This may affect healthcare utilization by increasing the need for pediatric and otolaryngologic care.

Health-related quality of life and its determinant factors in Thai children with cancer: parents vs. children perspectives

BackgroundHealth-related quality of life (HRQOL) is a vital assessment to demonstrate the achievement in pediatric cancer care parallels that of medical treatment. The Pediatric Quality of Life Inventory (PedsQL) 3.0 Cancer Module in the Thai Version has become a standard tool to access the HRQOL among Thai children with cancer and their families. This study aimed to explore the HRQOL and factors related to HRQOL among pediatric oncology patients using the PedsQL 3.0 Cancer Module.MethodsIn 2018–2019, a single-institution, cross-sectional study was conducted among children with cancer and their families in Bangkok, Thailand. A paired-sample t-test was performed to evaluate the differences between the HRQOL scores of the child and parents' reports. Linear regression was used to evaluate factors associated with HRQOL and which particular domains of the PedsQL 3.0 Cancer Module were influenced.ResultsEighty-five children with cancer and their families were enrolled. The patients’ mean age was 10.82 ± 5.48 years. The most common cancer types included acute lymphoblastic leukemia (n = 32, 67%), central nervous system tumors (n = 13, 15%), osteosarcoma (n = 10, 27%) and neuroblastoma (n = 9, 24%), in rank. The mean HRQOL scores in child and parent reports were 74.37 ± 15.7 and 70.42 ± 17.15, respectively (p = 0.034). Factors negatively correlated to HRQOL in parent reports were the number of outpatient visits (p = 0.019) and hospital admissions (p = 0.002). The number of hospitalizations was the only independent factor that affected HRQOL (p = 0.044). The number of outpatient visits and/or hospital admissions was influenced by pain and hurt, nausea, procedural anxiety and communication domains (p < 0.05). Only the number of hospitalizations was an independent factor influencing the procedural anxiety domain in HRQOL (p = 0.005).ConclusionHRQOL among Thai children with cancer was desirable from both children's and parent's perspectives. Differences between child and parent HRQOL scores were observed. The number of outpatient visits and hospital admissions affected HRQOL, particularly in the procedural anxiety aspect.Trial registrationThai Clinical Trials Registry (TCTR) Number: TCTR20200904001 (04/09/2020), https://www.thaiclinicaltrials.org/.

Determinants of successful minimally invasive surgery (MIS) for resectable non-small cell lung cancer (NSCLC) after neoadjuvant therapy

MIS (VATS, RATS) for pulmonary resection is standard in early stage NSCLC as it is associated with better perioperative outcomes than thoracotomy. MIS for resection of more advanced NSCLC (Stages IB-IIIB) treated with neoadjuvant therapy has been utilized. However, the determinants of success are not well-defined. A single institution retrospective review of a prospectively maintained database was conducted, querying for patients with clinical Stage IB-IIIB NSCLC who had resection after neoadjuvant systemic therapy without radiation from 2013-2022. Patients were grouped by surgical approach, open vs. MIS. Successful MIS was defined by no conversion, R0 resection, and no major (≥grade 3) morbidity. Analyses by intent-to-treat assessed outcomes by Wilcoxon rank sum test and Fisher's exact test. (MVA identified variables that contributed to successful MIS resection. Of 627 eligible patients, 360 (57%) had open and 267 (43%) had MIS procedures. Most patients (79.1%) received neoadjuvant platinum-based chemotherapy, and 21.9% were treated with immunotherapy or targeted therapy alone or combined with chemotherapy. Among MIS resections, 179 (67%) were performed by VATS and 88 (33%) by RATS. The conversion rate was 16% (n=43). Successful MIS resection was achieved in 77% of patients. MVA showed that pre-treatment clinical N stage was a significant determinant of success, but not pre-treatment clinical T stage or type of neoadjuvant therapy. Following neoadjuvant systemic therapy for clinical stage IB-IIIB NSCLC, MIS resection can be successfully accomplished and should be considered in appropriate patients. Presence of pre-treatment nodal disease is associated with higher odds of conversion, major morbidity, and incomplete resection.

Single 5-nm quantum dot detection via microtoroid optical resonator photothermal microscopy

Label-free detection techniques for single particles and molecules play an important role in basic science, disease diagnostics, and nanomaterial investigations. While fluorescence-based methods are tools for single molecule detection and imaging, they are limited by available molecular probes and photoblinking and photobleaching. Photothermal microscopy has emerged as a label-free imaging technique capable of detecting individual nanoabsorbers with high sensitivity. Whispering gallery mode (WGM) microresonators can confine light in a small volume for enhanced light-matter interaction and thus are a promising ultra-sensitive photothermal microscopy platform. Previously, microtoroid optical resonators were combined with photothermal microscopy to detect 250 nm long gold nanorods and 100 nm long polymers. Here, we combine microtoroids with photothermal microscopy to spatially detect single 5 nm diameter quantum dots (QDs) with a signal-to-noise ratio exceeding 104. Photothermal images were generated by point-by-point scanning of the pump laser. Single particle detection was confirmed for 18 nm QDs by high sensitivity fluorescence imaging and for 5 nm QDs via comparison with theory. Our system demonstrates the capability to detect a minimum heat dissipation of 0.75 pW. To achieve this, we integrated our microtoroid based photothermal microscopy setup with a low amplitude modulated pump laser and utilized the proportional-integral-derivative controller output as the photothermal signal source to reduce noise and enhance signal stability. The heat dissipation of these QDs is below that from single dye molecules. We anticipate that our work will have application in a wide variety of fields, including the biological sciences, nanotechnology, materials science, chemistry, and medicine.

Negative and Positive Predictors of Anastomotic Leakage in Colorectal Cancer Patients-The Case of Neutrophil-to-Lymphocyte Ratio.

Colorectal surgery for cancer is associated with a high rate of surgical complications, including anastomotic leakage. The ability to predict the risk of leakage early enough seems to be of high value, since it would facilitate the design of personalized treatment and duration of hospitalization. Although different studies present the neutrophil-to-lymphocyte ratio [NLR] as having a strong predictive value, there is a discrepancy with respect to which postoperative day is the most reliable. We evaluated a series of NLR values, from the day before surgery up to the POD7, in a cohort of 245 colorectal surgery patients in order to clarify the best predictable score for the identification of the risk of anastomotic leakage. There were 28 patients with leaks. ROC curve analysis of NLR on POD1 indicates that a cut-off point ≥ 7.4 exerts a negative prediction for leakage (AUC 0.881, sensitivity 68.7%, specificity 96.4%, PPV 28.4%, and NPV of 99.3%), thus excluding 150 patients from the risk of leakage. Furthermore, the ROC curve analysis of NLR on POD4 indicates that a cut-off point ≥ 6.5 gives a positive prediction of leakage (AUC 0.698, sensitivity 82.1%, specificity 51.6%, PPV 17.6%, and NPV of 95.6%), thus indicating 52 patients as being at high risk of leakage. Finally, NLR failed to identify five leaks out of twenty-eight. These results strongly indicate the ability of NLR on POD1 to predict patients at low risk of developing a leak and then on POD4 to predict the high-risk patients. This makes our study particularly innovative, in that it enables doctors to concentrate on potential high-risk patients from POD1.

Morbidity after accelerated enhanced recovery protocol for colon cancer surgery

Previous studies showed that accelerated enhanced recovery programs (ERPs) with discharge 1–3 days after colorectal surgery are feasible for specific patients without compromising patients’ safety. This study aimed to examine the incidence, severity, and treatment of complications after treatment according to an accelerated ERP (CHASE). This accelerated ERP consisted of adjustments in pre-, peri- and postoperative care. Patients treated according to the CHASE protocol were compared to a retrospective cohort of patients who received standard ERAS care. The primary outcome was the rate of severe complications. The overall complication rates were similar in both cohorts (CHASE 30.7% vs ERAS 31.4%, p = 0.958) as well as severe complications (CHASE 20.9% vs ERAS 21.4%, p = 0.950). Among the 113 patients with a complicated course, the readmission rate was significantly higher in the CHASE cohort (41.9% vs 21.4%, p = 0.020). LOS after readmission was longer in the CHASE cohort (p = 0.018), but the total LOS was shorter (4 versus 6 days, p = 0.001). This study demonstrates that accelerated recovery can be safe for ASA I-II patients and has the potential to become a standard of care. Moreover, the CHASE protocol proved to be beneficial in terms of total LOS for patients with complications.

Valorization of hemicellulose waste streams for moisture barrier coatings and hydrophobic films

Replacing plastics with renewable and environmentally friendly substitutes is becoming ever more critical as we begin to realize the consequences of their negative impacts on the environment. Plant polysaccharides are the most abundant biopolymers on Earth, and hemicelluloses like xylan that are enriched in many agro-industrial waste streams have vast potential as eco-friendly building blocks for polymer science and engineering. However, xylan is one of the less studied natural polymers for applications that are relevant to the synthetic plastics and polymeric materials markets. Hemicellulose isolated from viscose and Lyocell fiber mills is largely seen as a waste product due to difficulties arising from the potential for structural heterogeneity and its lack of solubility after enrichment. In this work, we developed a strategy to valorize hemicellulose by functionalization with octyl isocyanate to achieve solubility and thermoplastic/hydrophobic properties. Xylan isolated from dissolving pulp waste streams was successfully functionalized with octyl isocyanate in DMSO at an estimated 79% hydroxyl conversion. Reaction parameters, including temperature, time, and stoichiometry were optimized for each reaction. The resultant carbamates of xylan oligo- and monosaccharides have good solubility in chloroform and impressive hydrophobic film forming properties yet retain the composability properties desired for renewable materials that are envisioned to enter the circular bioeconomy. Functionalization of xylan with an aliphatic chain through formation of an aliphatic carbamate is not expected to harbor the same toxicity or carcinogenic characteristics as the reactive isocyanate it is derived from, and thus should not inherently restrict these materials for use in diverse packaging applications. These modified physical properties show that xylan from agro-industrial waste streams has considerable potential to replace petroleum-based feedstocks in the existing packaging industry. In the future, we will continue to further develop strategies for valorization of these materials.Graphical

Quality and correctness of AI-generated versus human-written abstracts in psychiatric research papers

This study aimed to assess the ability of an artificial intelligence (AI)-based chatbot to generate abstracts from academic psychiatric articles. We provided 30 full-text psychiatric papers to ChatPDF (based on ChatGPT) and prompted generating a similar style structured or unstructured abstract. We further used 10 papers from Psychiatry Research as active comparators (unstructured format). We compared the quality of the ChatPDF-generated abstracts with the original human-written abstracts and examined the similarity, plagiarism, detected AI-content, and correctness of the AI-generated abstracts. Five experts evaluated the quality of the abstracts using a blinded approach. They also identified the abstracts written by the original authors and validated the conclusions produced by ChatPDF. We found that the similarity and plagiarism were relatively low (only 14.07% and 8.34%, respectively). The detected AI-content was 31.48% for generated structure-abstracts, 75.58% for unstructured-abstracts, and 66.48% for active comparators abstracts. For quality, generated structured-abstracts were rated similarly to originals, but unstructured ones received significantly lower scores. Experts rated 40% accuracy with structured abstracts, 73% with unstructured ones, and 77% for active comparators. However, 30% of AI-generated abstract conclusions were incorrect. In conclusion, the data organization capabilities of AI language models hold significant potential for applications to summarize information in clinical psychiatry. However, the use of ChatPDF to summarize psychiatric papers requires caution concerning accuracy.

P98. Stereotactic radiation therapy and spine surgery for metastatic breast cancer to the spine are associated with 1-, 2-, and 5-year mortality rates

P98. Stereotactic radiation therapy and spine surgery for metastatic breast cancer to the spine are associated with 1-, 2-, and 5-year mortality rates

Acute Kidney Injury in Children: A Focus for the General Pediatrician.

Acute kidney injury (AKI) presents significant challenges in pediatric care, often remaining underrecognized. This paper provides an overview of pediatric AKI, highlighting its epidemiology, pathophysiology, diagnosis, predisposing conditions, and treatment. AKI in children stems from diverse causes, including renal tubular damage, vasoconstriction, and inflammation. Diagnosis relies on traditional markers such as serum creatinine and urine output, alongside emerging biomarkers such as Cystatin C, NGAL, KIM-1, IL-18, TIMP-2 and IGFBP7, urinary calprotectin, URBP4, L-FABP, and clusterin. Various pediatric conditions predispose to AKI, including type 1 diabetes, pneumonia, bronchiolitis, appendicitis, gastroenteritis, COVID-19, multisystem inflammatory syndrome, sickle cell disease, and malignancies. Treatment entails supportive care with fluid management and, in severe cases, renal replacement therapy. Timely recognition and management are essential to mitigating adverse outcomes. Enhanced awareness and integration of novel biomarkers could improve pediatric AKI care, warranting further research for better diagnosis and management.

Lessons Learned From a Retrospective Analysis of Medicolegal Risks for Physicians Treated Adolescents and Young Adults With Medical Complexity

PurposeAdolescent and young adult patients occupy a clinically transitional space between pediatric and adult care. Youth with chronic conditions and special healthcare needs may have trouble accessing and receiving appropriate care in this transition, which may lead to patient safety issues and medicolegal risks for physicians. The objectives of this article were to explore patient safety issues and identify medicolegal risks for physicians. MethodsA national repository was retrospectively searched for medicolegal cases (MLCs) involving complaints from youth. The study included MLCs closed at the Canadian Medical Protective Association between 2013 and 2022 involving youth. The study participants were adolescents and young adults aged ≥ 15 and ≤ 21 years with medical complexity. The frequencies and proportions of patient safety events and medicolegal risks for physicians were calculated by exploring factors that contributed to each incident using established frameworks. ResultsA total of 182 eligible MLCs were identified. Of 206 involved physicians, 55 were psychiatrists. The most common reasons for patient complaints were deficient assessment, diagnostic error, and communication breakdown with the patient and/or family. More than half of the cases were related to a harmful incident. Peer experts reviewed the cases and identified factors such as a deficient assessment, a failure to perform a test or intervention, failure to refer the patient, and insufficient provider knowledge/skill as contributing to the patient safety event. DiscussionThe impact of our findings is to identify gaps in care delivery to youth that can inform practitioners of ways to mitigate the gaps and improve patient care and health outcomes.

Predicting Postoperative Length of Stay in Patients Undergoing Laparoscopic Right Hemicolectomy for Colon Cancer: A Machine Learning Approach Using SICE (Società Italiana di Chirurgia Endoscopica) CoDIG Data.

The evolution of laparoscopic right hemicolectomy, particularly with complete mesocolic excision (CME) and central vascular ligation (CVL), represents a significant advancement in colon cancer surgery. The CoDIG 1 and CoDIG 2 studies highlighted Italy's progressive approach, providing useful findings for optimizing patient outcomes and procedural efficiency. Within this context, accurately predicting postoperative length of stay (LoS) is crucial for improving resource allocation and patient care, yet its determination through machine learning techniques (MLTs) remains underexplored. This study aimed to harness MLTs to forecast the LoS for patients undergoing right hemicolectomy for colon cancer, using data from the CoDIG 1 (1224 patients) and CoDIG 2 (788 patients) studies. Multiple MLT algorithms, including random forest (RF) and support vector machine (SVM), were trained to predict LoS, with CoDIG 1 data used for internal validation and CoDIG 2 data for external validation. The RF algorithm showed a strong internal validation performance, achieving the best performances and a 0.92 ROC in predicting long-term stays (more than 5 days). External validation using the SVM model demonstrated 75% ROC values. Factors such as fast-track protocols, anastomosis, and drainage emerged as key predictors of LoS. Integrating MLTs into predicting postoperative LOS in colon cancer surgery offers a promising avenue for personalized patient care and improved surgical management. Using intraoperative features in the algorithm enables the profiling of a patient's stay based on the planned intervention. This issue is important for tailoring postoperative care to individual patients and for hospitals to effectively plan and manage long-term stays for more critical procedures.

Computational Methodologies in Synthesis, Preparation and Application of Antimicrobial Polymers, Biomolecules, and Nanocomposites.

The design and optimization of antimicrobial materials (polymers, biomolecules, or nanocomposites) can be significantly advanced by computational methodologies like molecular dynamics (MD), which provide insights into the interactions and stability of the antimicrobial agents within the polymer matrix, and machine learning (ML) or design of experiment (DOE), which predicts and optimizes antimicrobial efficacy and material properties. These innovations not only enhance the efficiency of developing antimicrobial polymers but also enable the creation of materials with tailored properties to meet specific application needs, ensuring safety and longevity in their usage. Therefore, this paper will present the computational methodologies employed in the synthesis and application of antimicrobial polymers, biomolecules, and nanocomposites. By leveraging advanced computational techniques such as MD, ML, or DOE, significant advancements in the design and optimization of antimicrobial materials are achieved. A comprehensive review on recent progress, together with highlights of the most relevant methodologies' contributions to state-of-the-art materials science will be discussed, as well as future directions in the field will be foreseen. Finally, future possibilities and opportunities will be derived from the current state-of-the-art methodologies, providing perspectives on the potential evolution of polymer science and engineering of novel materials.

Comparison of Short-Term Outcomes after Robotic Surgery for Gastric Cancer in Elderly and Younger Patients: A Retrospective Cohort Study.

Robot-assisted surgery has recently been introduced to overcome some drawbacks and technical limitations in performing laparoscopic gastrectomy. The aim of the present study was to evaluate the feasibility and safety of robotic gastrectomy in elderly patients. The study enrolled 143 patients who underwent robotic gastrectomy in a single high-volume centre. All patients were divided into two groups based on age: elderly group ≥ 75 years old (EG; n = 64) and non-elderly group < 75 years old (NEG; n = 79). Comorbidities were significantly more frequent in the EG (95.3%) than in the NEG (81%) (p = 0.011). Similarly, the percentage of ASA 3 patients was significantly higher in the EG than in the NEG (43.8% vs. 24.0%, respectively; p = 0.048). Nevertheless, the incidence of Clavien-Dindo grade III and IV complications did not differ significantly between the two groups (10.9% in the EG and 6.3% in the NEG; p = 0.852). Moreover, operative time, re-operation rate, mean number of harvested lymph nodes, 30-day mortality, and median hospital stay were similar within the two groups. Our study suggests that robotic gastrectomy can be performed safely for elderly patients. In particular, chronological age does not seem to affect either the clinical or oncological short-term outcomes after robotic gastrectomy.