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1.
Neurosurg Rev ; 47(1): 78, 2024 Feb 10.
Article in English | MEDLINE | ID: mdl-38340147

ABSTRACT

Osmotic therapy has been recognized as an important treatment option for patients with traumatic brain injury (TBI). Nevertheless, the effect of hypertonic saline (HTS) remains unknown, as findings are primarily based on a large database. This study aimed to elucidate the effect of HTS on the clinical outcomes of patients with TBI admitted to the intensive care unit (ICU). We retrospectively identified patients with moderate-to-severe TBI from two public databases: Medical Information Mart for Intensive Care (MIMIC)-IV and eICU Collaborative Research Database (eICU-CRD). A marginal structural Cox model (MSCM) was used, with time-dependent variates designed to reflect exposure over time during ICU stay. Trajectory modeling based on the intracranial pressure evolution pattern allowed for the identification of subgroups. Overall, 130 (6.65%) of 1955 eligible patients underwent HTS. MSCM indicated that the HTS significantly associated with higher infection complications (e.g., urinary tract infection (HR 1.88, 95% CI 1.26-2.81, p = 0.002)) and increased ICU LOS (HR 2.02, 95% CI 1.71-2.40, p < 0.001). A protective effect of HTS on GCS was found in subgroups with medium and low intracranial pressure. Our study revealed no significant difference in mortality between patients who underwent HTS and those who did not. Increased occurrence rates of infection and electrolyte imbalance are inevitable outcomes of continuous HTS infusion. Although the study suggests slight beneficial effects, including better neurological outcomes, these results warrant further validation.


Subject(s)
Brain Injuries, Traumatic , Intracranial Hypertension , Humans , Retrospective Studies , Brain Injuries, Traumatic/drug therapy , Brain Injuries, Traumatic/complications , Saline Solution, Hypertonic/therapeutic use , Hospitalization , Intensive Care Units , Intracranial Hypertension/drug therapy
2.
Math Biosci Eng ; 21(1): 1672-1711, 2024 Jan 02.
Article in English | MEDLINE | ID: mdl-38303483

ABSTRACT

Recently, artificial intelligence generated content (AIGC) has been receiving increased attention and is growing exponentially. AIGC is generated based on the intentional information extracted from human-provided instructions by generative artificial intelligence (AI) models. AIGC quickly and automatically generates large amounts of high-quality content. Currently, there is a shortage of medical resources and complex medical procedures in medicine. Due to its characteristics, AIGC can help alleviate these problems. As a result, the application of AIGC in medicine has gained increased attention in recent years. Therefore, this paper provides a comprehensive review on the recent state of studies involving AIGC in medicine. First, we present an overview of AIGC. Furthermore, based on recent studies, the application of AIGC in medicine is reviewed from two aspects: medical image processing and medical text generation. The basic generative AI models, tasks, target organs, datasets and contribution of studies are considered and summarized. Finally, we also discuss the limitations and challenges faced by AIGC and propose possible solutions with relevant studies. We hope this review can help readers understand the potential of AIGC in medicine and obtain some innovative ideas in this field.


Subject(s)
Artificial Intelligence , Image Processing, Computer-Assisted , Humans
3.
Zhongguo Shi Yan Xue Ye Xue Za Zhi ; 27(4): 1159-1165, 2019 Aug.
Article in Chinese | MEDLINE | ID: mdl-31418373

ABSTRACT

OBJECTIVE: To explore the IgG levels of newly diagnosed IgG-type multiple myeloma (MM) patients and analyze the relationship between the IgG levels and clinical efficacy and prognosis. METHODS: The clinical data of 66 newly diagnosed IgG-type MM patients in our hospital from September 2012 to October 2018 were collected. These 66 patients were divided into group A (IgG≤64 g/L, n=41), and group B (IgG >64 g/L, n=25), then the MM patients in 2 groups were divided into 2 subgroups thalidomide (TM)-treated group (n=35) and bortezomib (BTZ)-treated group (n=25) according to therapeutic regimens. The climical efficacy, PFS and OS time as well as the factors affecting prognosis of patients were compared and analyzed. RESULTS: The overall response rate (ORR) and CR+VGPR rate in group A were better than those in group B (P=0.008, P=0.036), the ORR of BTZ-treated group in group B was significantly better than that of TM-treated group (P=0.028), while the ORR of TM-treated group in group A was better than that of TM-treated group in group B (P=0.048), the CR+VGPR rate was better than that of TM-treated group in group B (P<0.05). The number of patients with high risk cytogenetics (HRC) in group B was much more than that in group A (P=0.022). Spearman correlation analysis showed that serum IgG levels negatively correlated with albumin (r=-0.449,P=0.000) and hemoglobin (r=-0.608,P=0.000), and positively correlated with bone marrow plasma cells (r=0.328,P=0.007). Survival analysis showed that the PFS in group A was significantly better than that in group B (P=0.015), and the OS in group A was better than that in group B (P=0.049), but there was no significant difference in PFS and OS between TM group and BTZ group (PFS: P=0.695, OS: P=0.3250). Cox multivariate regression analysis showed that the ≥VGPR and standard-risk cytogenetics were independent prognostic factors for PFS and OS. CONCLUSION: IgG>64g/L in patients with newly diagnosed IgG-type MM is a poor prognostic factor affecting PFS and OS. The higher level of serum IgG at the initial diagnosis, the higher the risk of HRCs, and the worse clinical efficacy and prognosis of patients.


Subject(s)
Multiple Myeloma , Antineoplastic Combined Chemotherapy Protocols , Disease-Free Survival , Humans , Immunoglobulin G , Prognosis , Retrospective Studies , Treatment Outcome
4.
Zhongguo Shi Yan Xue Ye Xue Za Zhi ; 25(6): 1727-1732, 2017 Dec.
Article in Chinese | MEDLINE | ID: mdl-29262906

ABSTRACT

OBJECTIVE: To establish a multiple myeloma specimen bank applied for molecular biological researches and to explore the methods of specimen collection, transportation, storage, quality control and the management of specimen bank. METHODS: Bone marrow and blood samples were collected from multiple myeloma patients, plasma cell sorting were operated after the separation of mononuclear cells from bone marrow specimens. The plasma cells were divided into 2 parts, one was added with proper amount of TRIzol and then kept in -80 °C refrigerator for subsequent RNA extraction, the other was added with proper amount of calf serum cell frozen liquid and then kept in -80 °C refrigerator for subsequent cryopreservation of DNA extraction after numbered respectively. Serum and plasma were separated from peripheral blood, specimens of serum and plasma were then stored at -80 °C refrigerator after registration. Meantime, the myeloma specimen information management system was established, managed and maintained by specially-assigned persons and continuous modification and improvement in the process of use as to facilitate the rapid collection, management, query of the effective samples and clinical data. RESULTS: A total of 244 portions plasma cells, 564 portions of serum, and 1005 portions of plasma were collected, clinical characters were documented. CONCLUSION: A multiple myeloma specimen bank have been established initially, which can provide quality samples and related clinical information for molecular biological research on multiple myeloma.


Subject(s)
Cryopreservation , Multiple Myeloma , Specimen Handling , Humans , Plasma Cells , Quality Control
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