Identifying drug-drug interactions (DDIs) is essential to prevent adverse effects from polypharmacy. Although deep learning has advanced DDI identification, the gap between powerful models and their lack of clinical application and evaluation has hindered clinical benefits. Here, we developed a Multi-Dimensional Feature Fusion model named MDFF, which integrates one-dimensional simplified molecular input line entry system sequence features, two-dimensional molecular graph features, and three-dimensional geometric features to enhance drug representations for predicting DDIs. MDFF was trained and validated on two DDI datasets, evaluated across three distinct scenarios, and compared with advanced DDI prediction models using accuracy, precision, recall, area under the curve, and F1 score metrics. MDFF achieved state-of-the-art performance across all metrics. Ablation experiments showed that integrating multi-dimensional drug features yielded the best results. More importantly, we obtained adverse drug reaction reports uploaded by Xiangya Hospital of Central South University from 2021 to 2023 and used MDFF to identify potential adverse DDIs. Among 12 real-world adverse drug reaction reports, the predictions of 9 reports were supported by relevant evidence. Additionally, MDFF demonstrated the ability to explain adverse DDI mechanisms, providing insights into the mechanisms behind one specific report and highlighting its potential to assist practitioners in improving medical practice.

Objective To investigate the effects of glutathiones-transferase (GST) T1, GSTM1 and epoxide hydrolase (EPHX1) genes on skin injury in workers exposed to coal tar pitch. Methods Workers from a carbon manufacturing company involved in coal tar pitch production and use were selected as the study subjects using a judgment sampling method. Workers with skin injury after exposed to coal tar were selected as the case group (55 cases), and those with the same workshop and type of work but without skin abnormalities were selected as the control group (197 cases). Urine and blood samples were collected from the workers, and levels of polycyclic aromatic hydrocarbon metabolites, including 1-pyrenol (1-OH-P), 1-naphthol (1-OH-N) and 2-naphthol (2-OH-N), in urine were measured using ultra high-performance liquid chromatography tandem mass spectrometry. The GSTT1, GSTM1 and EPHX1 genes in blood were detected by polymerase chain reaction. Results In the case group, all 55 workers reported skin stinging, 25 workers reported itching and flaking, and 15 workers reported blackheads and pigmentation. Urinary levels of 1-OH-N and 2-OH-N were lower in the worker in the case group than that in the control group (all P<0.05). However, there was no significant difference in the level of 1-OH-P between the two groups (P>0.05). There were significant differences in the number of workers with GSTT1, GSTM1 and EPHX1(His139His) genes between the two groups (all P<0.01). The GSTT1 and GSTM1 genes were positively correlated with post-shift urinary levels of 1-OH-N, 1-OH-P, and 2-OH-N (all P<0.01). The EPHX1 (139Arg locus) gene was positively correlated with post-shift 2-OH-N levels (P=0.03). The GSTT1, GSTM1, and EPHX1 (139Arg locus) genes were associated with reduced skin damage among coal tar workers (all P<0.01), after controlling for age, length of service, gender, smoking, and alcohol consumption. Conclusion Exposure to coal tar pitch can cause skin injury in workers, and the GSTT1, GSTM1, and EPHX1 (139Arg locus) genes are protective factors against skin injury in those workers.

Objective:Exploring the clinical effects of silicone silver ion foam dressing in managing scalp donor site wounds in burn patients.Methods:A retrospective analysis was conducted on the clinical data of burn patients admitted to the 940th Hospital of Joint Logistics Support Force of PLA from January 2020 to January 2023. Patients underwent intraoperative harvesting of split-thickness skin grafting to repair deep burn wounds, with the denuded scalp area covered by either silicone silver ion foam dressing (Group A) or petrolatum gauze (Group B). Comparison of the following 5 parameters between the two groups: (1) Postoperative wound healing time. (2) Initial dressing change pain score was assessed using the numeric rating scale (NRS). 0 points indicated no pain, 1-3 points indicated mild pain, 4-6 points indicated moderate pain, and 7-10 points indicated severe pain. (3) Number of dressing changes. (4) Secondary trauma score, with a total score ranging from 1 to 3, where a higher score indicates more severe trauma. (5) Proportion of wounds healed to grade A (number of grade A healed cases/total number of cases in each group×100%). Depending on the data type, between-group comparisons were performed using t-test, Wilcoxon rank-sum test, or chi-square test. P<0.05 was considered a statistically significant difference. Results:A total of 60 patients, with 30 in each Group A and Group B, were included in the study. Group A was comprised of 18 males and 12 females, with an average age of (29.4±16.6) years. The burn area was (21.43±5.66)% of the total body surface area (TBSA), and the area of skin taken from the scalp was (1.80±0.61)% of TBSA. Group B was comprised of 20 males and 10 females, with an average age of (30.2±16.2) years. The burn area was (21.37±5.67)% of TBSA, and the area of skin taken from the scalp was (1.78±0.63)% of TBSA. No statistically significant differences were observed in gender distribution, age, burn area, and scalp area between the two groups( P>0.05). The wound healing time in the denuded scalp area was shorter in Group A than in Group B [(5.97±0.41) days vs. (6.93±0.58) days, t=-7.40, P<0.001]. The initial NRS pain score during dressing change was lower in Group A than in Group B [3.0 (2.0, 4.0) points vs. 5.5 (4.0, 6.0) points, Z=-4.82, P<0.001]. Group A had fewer frequency of dressing changes compared to Group B [2 (2, 2) vs. 4 (3, 5), Z=-6.64, P<0.001]. The secondary injury score was lower in Group A than in Group B [1 (1, 1) points vs. 3 (3, 3) points, Z=-7.08, P<0.001]. The proportion of grade A healing was 96.7% (29/30) in Group A and 90.0% (27/30) in Group B, with no statistically significant difference between the two groups ( χ2=0.27, P=0.605). Conclusion:The application of silicone silver ion foam dressing to cover the denuded scalp area of burn patients significantly improves therapeutic efficacy compared to petrolatum gauze. It can shorten wound healing time, reduce the frequency of dressing changes, alleviate pain, minimize the occurrence of secondary injuries, and enhance patient comfort.

Objective:Exploring the clinical effects of silicone silver ion foam dressing in managing scalp donor site wounds in burn patients.Methods:A retrospective analysis was conducted on the clinical data of burn patients admitted to the 940th Hospital of Joint Logistics Support Force of PLA from January 2020 to January 2023. Patients underwent intraoperative harvesting of split-thickness skin grafting to repair deep burn wounds, with the denuded scalp area covered by either silicone silver ion foam dressing (Group A) or petrolatum gauze (Group B). Comparison of the following 5 parameters between the two groups: (1) Postoperative wound healing time. (2) Initial dressing change pain score was assessed using the numeric rating scale (NRS). 0 points indicated no pain, 1-3 points indicated mild pain, 4-6 points indicated moderate pain, and 7-10 points indicated severe pain. (3) Number of dressing changes. (4) Secondary trauma score, with a total score ranging from 1 to 3, where a higher score indicates more severe trauma. (5) Proportion of wounds healed to grade A (number of grade A healed cases/total number of cases in each group×100%). Depending on the data type, between-group comparisons were performed using t-test, Wilcoxon rank-sum test, or chi-square test. P<0.05 was considered a statistically significant difference. Results:A total of 60 patients, with 30 in each Group A and Group B, were included in the study. Group A was comprised of 18 males and 12 females, with an average age of (29.4±16.6) years. The burn area was (21.43±5.66)% of the total body surface area (TBSA), and the area of skin taken from the scalp was (1.80±0.61)% of TBSA. Group B was comprised of 20 males and 10 females, with an average age of (30.2±16.2) years. The burn area was (21.37±5.67)% of TBSA, and the area of skin taken from the scalp was (1.78±0.63)% of TBSA. No statistically significant differences were observed in gender distribution, age, burn area, and scalp area between the two groups( P>0.05). The wound healing time in the denuded scalp area was shorter in Group A than in Group B [(5.97±0.41) days vs. (6.93±0.58) days, t=-7.40, P<0.001]. The initial NRS pain score during dressing change was lower in Group A than in Group B [3.0 (2.0, 4.0) points vs. 5.5 (4.0, 6.0) points, Z=-4.82, P<0.001]. Group A had fewer frequency of dressing changes compared to Group B [2 (2, 2) vs. 4 (3, 5), Z=-6.64, P<0.001]. The secondary injury score was lower in Group A than in Group B [1 (1, 1) points vs. 3 (3, 3) points, Z=-7.08, P<0.001]. The proportion of grade A healing was 96.7% (29/30) in Group A and 90.0% (27/30) in Group B, with no statistically significant difference between the two groups ( χ2=0.27, P=0.605). Conclusion:The application of silicone silver ion foam dressing to cover the denuded scalp area of burn patients significantly improves therapeutic efficacy compared to petrolatum gauze. It can shorten wound healing time, reduce the frequency of dressing changes, alleviate pain, minimize the occurrence of secondary injuries, and enhance patient comfort.

Objective:To evaluate the surgery combined chemotherapy and radiation in locally advanced neuroendocrine carcinoma of the cervix (NECC) .Methods:This is a single-center retrospective cohort study. Locally advanced NECC patients admitted to Peking Union Medical College Hospital, Chinese Acadmy of Medical Sciences from January 2011 to April 2022 were enrolled. They were divided into concurrent chemoradiotherapy group, and surgery combined with chemotherapy and radiation group. The Kaplan-Meier method was used to analyze the progression free survival (PFS), overall survival (OS), recurrence rate, and mortality rate.Results:(1) Forty-six cases were included, 22 in concurrent chemoradiotherapy group, 24 in surgery combined chemotherapy and radiation group. With 16 patients (35%, 16/46) received neoadjuvant chemotherapy (NACT), the NACT effective rate was 15/16. (2) The median follow-up time was 27.5 months (range: 10-106 months), with 26 (57%, 26/46) experienced recurrences. There were 4 (9%, 4/46) pelvic recurrences and 25 (54%, 25/46) distant recurrences, and 3 (7%, 3/46) both pelvic and distant recurrences. Compared with concurrent chemoradiotherapy group, surgery combined chemotherapy and radiation group had lower pelvic recurrence rate [14% (3/22) vs 4% (1/24); χ2=1.296, P=0.255] but without statistic difference. Both groups had similar distant recurrence rate [55% (12/22) vs 54% (13/24); χ2=0.001, P=0.979] and overall recurrence rate [59% (13/22) vs 54% (13/24); χ2=0.113, P=0.736]. (3) During the follow-up period, 22 cases (48%, 22/46) died, with 11 cases (50%, 11/22) in concurrent chemoradiotherapy group and 11 cases (46%, 11/24) in surgery combined chemotherapy and radiation group, without significant difference ( χ2=0.080, P=0.777). The postoperative 3-year and 5-year OS rates were 62.3% and 36.9%. Compared with concurrent chemoradiotherapy group, the patients in surgery combined chemotherapy and radiation group showed an extended trend in PFS (17.0 vs 32.0 months) and OS (37.0 vs 50.0 months) but without statistic differences ( P=0.287, P=0.125). Both groups had similar 3-year OS rate (54.2% vs 69.9%; P=0.138) and 5-year OS rate (36.1% vs 38.8%; P=0.217). Conclusions:Our study supports the multi-modality treatment strategy (including surgery, chemotherapy and radiation) as an important component in the treatment of locally advanced NECC. The combination of surgery, chemotherapy and radiation seems to have advantages in the treatment of locally advanced NECC, but needs to be confirmed by further multicenter studies.

Objective:To analyze the efficacy of allo-HSCT with total body irradiation (TBI) and chemotherapy alone in the treatment of adult ALL and to explore the factors affecting prognosis.Methods:The clinical data of 95 adult patients with ALL who underwent allo-HSCT from January 2015 to August 2022 were included. According to the conditioning regimen, the patients were divided into two groups: the TBI plus cyclophosphamide (TBI/Cy) group ( n=53) and the busulfan plus cyclophosphamide (Bu/Cy) group ( n=42). Hematopoietic reconstitution after transplantation, GVHD, transplantation-related complications, relapse rate (RR), non-relapse mortality (NRM), OS, and LFS were compared, and the factors related to prognosis were analyzed. Results:The median time of neutrophil engraftment was 14 (10-25) days in the TBI/Cy group and 14 (10-24) days in the Bu/Cy group ( P=0.106). The median time of megakaryocyte engraftment was 17 (10-42) days in the TBI/Cy group and 19 (11-42) days in the Bu/Cy group ( P=0.488). The incidence of grade Ⅱ-Ⅳ acute GVHD (aGVHD) in the TBI/Cy and Bu/Cy groups was 41.5% and 35.7%, respectively ( P=0.565). The incidence of grade Ⅲ-Ⅳ aGVHD in these two groups was 24.5% and 4.8%, respectively ( P=0.009). The incidence of severe chronic GVHD in the two groups was 16.7% and 13.5%, respectively ( P=0.689). The incidence of cytomegalovirus infection, Epstein-Barr virus infection, severe infection, and hemorrhagic cystitis in the two groups was 41.5% and 35.7% ( P=0.565), 34.0% and 35.7% ( P=0.859), 43.4% and 33.3% ( P=0.318), and 20.8% and 50.0% ( P=0.003), respectively. The median follow-up time was 37.1 months and 53.3 months in the TBI/Cy and Bu/Cy groups, respectively. The 2-year cumulative RR was 17.0% in the TBI/Cy group and 42.9% in the Bu/Cy group ( P=0.017). The 2-year cumulative NRM was 24.5% and 7.1%, respectively ( P=0.120). The 2-year LFS was 58.5% and 50.0%, respectively ( P=0.466). The 2-year OS rate was 69.8% and 64.3%, respectively ( P=0.697). In the multivariate analysis, the conditioning regimen containing TBI was a protective factor for relapse after transplantation ( HR=0.304, 95% CI 0.135-0.688, P=0.004), whereas the effect on NRM was not significant ( HR=1.393, 95% CI 0.355-5.462, P=0.634). Infection was an independent risk factor for OS after allo-HSCT in adult patients with ALL. Conclusion:allo-HSCT based on TBI conditioning regimen had lower relapse rate and lower incidence of hemorrhagic cystitis for adult ALL, compared with chemotherapy regimen. While the incidence o grade Ⅲ/Ⅳ aGVHD was hgher in TBI conditioning regimen than that in chemotherapy regimen.

Case 1: A 27-year-old female with ALK-positive anaplastic large cell lymphoma/leukemia; Case 2: A 27-year-old male with acute myeloid leukemia; Case 3: A 56-year-old male with myelodysplastic syndrome. These three patients underwent haploid hematopoietic stem cell transplantation and experienced severe oral mucosal inflammation, nausea, vomiting, diarrhea, and other symptoms over a long period, which significantly restricted eating. Neurological and psychiatric symptoms appeared at 50, 38, and 50 days following transplantation, respectively. The diagnosis of Wernicke encephalopathy was made by head magnetic resonance imaging, whereas the condition improved significantly after intravenous infusion of vitamin B 1.

Objective:To explore the clinical efficacy and risk factors of umbilical cord mesenchymal stem cells (UCMSCs) infusion at an early stage (i.e.gross hematuria) for hemorrhagic cystitis (HC) after allogeneic hematopoietic stem cell transplantation (allo-HSCT).Methods:The relevant clinical data were retrospectively reviewed for 300 patients undergoing allo-HSCT from January 2016 to July 2021.According to the presence or absence of HC, they were assigned into two groups of HC (n=89) and non-HC (control, n=211). According to whether or not receiving an infusion of UCMSCs, 51 patients of HC degree Ⅱ-Ⅳ were divided into two groups of UCMSC infusion and non-infusion.The risk factors of HC after allo-HSCT were analyzed by χ2 test.Logistic regression was employed for multivariate analysis of P<0.05.Mann-Whitney U test was utilized for statistically analyzing the duration of gross hematuria and urinary tract irritation symptoms and evaluating the clinical efficacy of UCMSCs infusion for HC. Results:Among them, 89 (29.67%) developed HC post-allo-HSCT.Clinical grades were Ⅰ (n=38, 42.70%), Ⅱ (n=36, 40.45%), Ⅲ (n=13, 14.61%) and Ⅳ (n=2, 2.25%). The median occurrence time was 29 (21.5-35.0) days post-allo-HSCT.In univariate analysis, age ≤30 years, haploid transplantation, antithymocyte globulin (ATG), acute graft-versus-host disease (aGVHD), CMV-DNA positive pretreatment significantly boosted the risk of HC ( P<0.05). In multivariate analysis, aGVHD was an independent risk factor for HC ( OR=10.281, 95% CI: 1.606-65.813, P=0.014). Among 89 HC patients, 38 grade Ⅰ patients were complete remission(CR). Among 51 patients of grade Ⅱ-Ⅳ HC, the outcomes were CR (n=48) and non-remission(NR)(n=3). And 24/51 of them received UCMSCs plus conventional treatment.The duration of gross hematuria was shorter in UCMSCs infusion group than that in UCMSCs non-infusion group [12(9-17) vs 17(12.0-26.5) day] and the difference was statistically significant ( P=0.045). And the duration of urinary tract irritation symptoms was shorter in UCMSCs infusion group than that in UCMSCs non-infusion group [18(11-30) vs 27(18.0-35.5) days] and the difference was statistically significant ( P=0.048). Conclusions:Indicated for post-ALLO-HSCT HC, infusion of UCMSCs may significantly shorten the course of disease.Age ≤30 years, haploid transplantation and preconditioning with positive ATG, aGVHD and CMV-DNA may boost the risks of HC post-allo-HSCT.And aGVHD is an independent risk factor for HC after allo-HSCT.

Animals ; Mice ; Spinal Neoplasms/pathology* ; Disease Models, Animal