GPT-4 Underperforms Experts in Detecting IV Fluid Contamination.

BACKGROUND: Specimens contaminated with intravenous (IV) fluids are common in clinical laboratories. Current methods for detecting contamination rely on insensitive and workflow-disrupting delta checks or manual technologist review. Herein, we assessed the utility of large language models for detecting contamination by IV crystalloids and compared its performance to multiple, but variably trained healthcare personnel (HCP). METHODS: Contamination of basic metabolic panels was simulated using 0.9% normal saline (NS), with (n = 30) and without (n = 30) 5% dextrose (D5NS), at mixture ratios of 0.10 and 0.25. A multimodal language model (GPT-4) and a diverse panel of 8 HCP were asked to adjudicate between real and contaminated results. Classification performance, mixture quantification, and confidence was compared by Wilcoxon rank sum. RESULTS: The 95% CIs for accuracy were 0.57-0.71 vs 0.73-0.80 for GPT-4 and HCP, respectively, on the NS set and 0.57-0.57 vs 0.73-0.80 on the D5NS set. HCP overestimated severity of contamination in the 0.10 mixture group (95% CI of estimate error, 0.05-0.20) for both fluids, while GPT-4 markedly overestimated the D5NS mixture at both ratios (0.16-0.33 for NS, 0.11-0.35 for D5NS). There was no correlation between reported confidence and likelihood of a correct classification. CONCLUSIONS: GPT-4 is less accurate than trained HCP for detecting IV fluid contamination of basic metabolic panel results. However, trained individuals were imperfect at identifying contaminated specimens implying the need for novel, automated tools for its detection.

Large intestinal perforation secondary to COVID-19: A case report.

INTRODUCTION: COVID-19 infection is generally characterized by the presence of respiratory symptoms. However, a small percentage of these patients also have gastrointestinal symptoms and complications that are associated with high morbidity and mortality. PRESENTATION OF CASE: A 50-year-old male patient with COVID-19 infection was being treated for COVID-19 and pneumonia in the ICU. He presented with gastrointestinal symptoms, and the computed tomography (CT) scan revealed a hollow viscus perforation. Ultimately, the patient was taken to surgery, where a spontaneous perforation was found in the right colon. The defect was sutured with separate stitches. There were no complications postoperatively. DISCUSSION: Although respiratory symptoms are the most common presentation of COVID-19, about 18% of these patients may present with gastrointestinal symptoms. However, an even smaller percentage of critically ill patients may develop serious gastrointestinal complications such as perforation of the large intestine. This unusual complication requires immediate diagnosis and surgical management. CONCLUSION: At the time of the COVID-19 pandemic, physicians must recognize COVID-19 in patients presenting gastrointestinal symptoms. A high degree of clinical suspicion enables timely diagnosis and management, thereby preventing major complications.

Mini-incision versus hand-assisted laparoscopic donor nephrectomy in living-donor kidney transplantation: A retrospective cohort study.

BACKGROUND: Increasing use of Living Donor Kidney Transplantation (LDKT) would decrease the discrepancy between patients awaiting transplantation and organ availability. Minimally invasive surgical approaches attempt to improve outcomes and foster living donation. This report compares outcomes of open minimal incision nephrectomy (Mini N) and a hand assisted laparoscopic nephrectomy (HALN). METHODS: This is a retrospective analysis of a prospectively maintained clinical database of LDKT using HALN or Mini N at a single institution between July 2007 and December 2015. Donor and recipient demographics, relevant pre-, intra- and post-operative factors, outcomes such as patient and graft survival rates, and complications were evaluated. RESULTS: Four hundred and fifty-four adult LDKT (243 Mini N, 211 HALN) were performed during the study period. Recipient and donor demographics were comparable except for higher BMI (p = 0.027) in HALN donors. One-, 3- and 5-year patient and graft survival rates were comparable. Six HALN donors experienced infectious wound complications or superficial skin dehiscence; none did in the Mini N group (p = 0.009). Eight HALN donors and one Mini N donor required an incisional hernia repair (p = 0.014). Recipients had similar warm ischemia times (33 v. 35 min, p = 0.491), but recipient surgeons of HALN nephrectomies subjectively noted higher anastomotic difficulty (10.4% v. 4.5%, p = 0.0183). Other parameters were similar between groups. CONCLUSION: Both Mini N and HALN provide similar long term recipient and donor outcomes. Offering techniques such as Mini N and HALN for living donor kidney procurement facilitates the opportunity to provide living donors safer and better tolerated nephrectomy procedures.

Assessment and optimization of liver volume before major hepatic resection: Current guidelines and a narrative review.

Post hepatectomy liver failure (PHLF) remains a significant cause of morbidity and mortality after major liver resection. Although the etiology of PHLF is multifactorial, an inadequate functional liver remnant (FLR) is felt to be the most important modifiable predictor of PHLF. Pre-operative evaluation of FLR function and volume is of paramount importance before proceeding with any major liver resection. Patients with inadequate or borderline FLR volume must be considered for volume optimization strategies such as portal vein embolization (PVE), two stage hepatectomy with portal vein ligation (PVL), Yttrium-90 radioembolization, and associating liver partition and portal vein ligation for staged hepatectomy (ALPPS). This paper provides an overview of assessing FLR volume and function, and discusses indications and outcomes of commonly used volume optimization strategies.

Patient and Graft Survival: Biliary Complications after Liver Transplantation.

BACKGROUND: Biliary complications (BCs) affect up to to 34% of liver transplant recipients and are a major source of morbidity and cost. This is a 13-year review of BCs after liver transplantation (LT) at a tertiary care center. STUDY DESIGN: We conducted a single-center retrospective review of our prospective database to assess BCs in adult (aged 18 years or older) liver transplant recipients during a 13-year period (2002 to 2014). Biliary complications were divided into 3 subgroups: leak alone (L), stricture alone (S), and both leak and strictures (LS). Controls (no BCs) were used for comparison. RESULTS: There were 1,041 adult LTs performed during the study period; BCs developed in 239 (23%) of these patients: 55 (23%) L, 148 (62%) S, and 36 (15%) LS. One hundred and two (43%) were early (less than 30 d). Surgical revision was required in 42 cases (17%) (30 L, 10 LS, and 2 S), while the remaining 197 (83%) were managed nonsurgically (25 L, 26 LS, and 146 S), with a mean of 4.2 interventions/patient. One-, 3-, and 5-year overall patient and graft survival was significantly reduced in patients with bile leaks (84%, 71%, and 68% and 76%, 67%, and 64%, respectively) compared with controls (90%, 84%, and 78% and 88%, 81%, and 76%, respectively [p < 0.05]). Patients with BCs had higher incidence of cholestatic liver disease, higher pre-LT bilirubin, higher use of T-tubes, higher use of donor after cardiac death grafts, and higher rates of acute rejection (p < 0.05). Patients with BCs had longer ICU and hospital stays and higher rates of 30- and 90-day readmissions (p < 0.01). Multivariate analysis identified cholestatic liver disease, Roux-en-Y anastomosis, donor risk index >2, and T-tubes as independent BC predictors. CONCLUSIONS: Biliary complications after LT can significantly decrease patient and graft survival rates. Careful donor and recipient selection and attention to anastomotic technique can reduce BCs and improve outcomes.

ELLI-1, a novel germline protein, modulates RNAi activity and P-granule accumulation in Caenorhabditis elegans.

Germ cells contain non-membrane bound cytoplasmic organelles that help maintain germline integrity. In C. elegans they are called P granules; without them, the germline undergoes partial masculinization and aberrant differentiation. One key P-granule component is the Argonaute CSR-1, a small-RNA binding protein that antagonizes accumulation of sperm-specific transcripts in developing oocytes and fine-tunes expression of proteins critical to early embryogenesis. Loss of CSR-1 complex components results in a very specific, enlarged P-granule phenotype. In a forward screen to identify mutants with abnormal P granules, ten alleles were recovered with a csr-1 P-granule phenotype, eight of which contain mutations in known components of the CSR-1 complex (csr-1, ego-1, ekl-1, and drh-3). The remaining two alleles are in a novel gene now called elli-1 (enlarged germline granules). ELLI-1 is first expressed in primordial germ cells during mid-embryogenesis, and continues to be expressed in the adult germline. While ELLI-1 forms cytoplasmic aggregates, they occasionally dock, but do not co-localize with P granules. Instead, the majority of ELLI-1 aggregates accumulate in the shared germline cytoplasm. In elli-1 mutants, several genes that promote RNAi and P-granule accumulation are upregulated, and embryonic lethality, sterility, and RNAi resistance in a hypomorphic drh-3 allele is enhanced, suggesting that ELLI-1 functions with CSR-1 to modulate RNAi activity, P-granule accumulation, and post-transcriptional expression in the germline.

The Role of Micro-CT in 3D Histology Imaging.

OBJECTIVES: 3D histology tissue modeling is a useful analytical technique for understanding anatomy and disease at the cellular level. However, the current accuracy of 3D histology technology is largely unknown, and errors, misalignment and missing information are common in 3D tissue reconstruction. We used micro-CT imaging technology to better understand these issues and the relationship between fresh tissue and its 3D histology counterpart. METHODS: We imaged formalin-fixed and 2% Lugol-stained mouse brain, human uterus and human lung tissue with micro-CT. We then conducted image analyses on the tissues before and after paraffin embedding using 3D Slicer and ImageJ software to understand how tissue changes between the fixation and embedding steps. RESULTS: We found that all tissue samples decreased in volume by 19.2-61.5% after embedding, that micro-CT imaging can be used to assess the integrity of tissue blocks, and that micro-CT analysis can help to design an optimized tissue-sectioning protocol. CONCLUSIONS: Micro-CT reference data help to identify where and to what extent tissue was lost or damaged during slide production, provides valuable anatomical information for reconstructing missing parts of a 3D tissue model, and aids in correcting reconstruction errors when fitting the image information in vivo and ex vivo.

A Forward Genetic Screen for Suppressors of Somatic P Granules in Caenorhabditis elegans.

In Caenorhabditis elegans, germline expression programs are actively repressed in somatic tissue by components of the synMuv (synthetic multi-vulva) B chromatin remodeling complex, which include homologs of tumor suppressors Retinoblastoma (Rb/LIN-35) and Malignant Brain Tumor (MBT/LIN-61). However, the full scope of pathways that suppress germline expression in the soma is unknown. To address this, we performed a mutagenesis and screened for somatic expression of GFP-tagged PGL-1, a core P-granule nucleating protein. Eight alleles were isolated from 4000 haploid genomes. Five of these alleles exhibit a synMuv phenotype, whereas the remaining three were identified as hypomorphic alleles of known synMuv B genes, lin-13 and dpl-1. These findings suggest that most suppressors of germline programs in the soma of C. elegans are either required for viability or function through synMuv B chromatin regulation.