1.Tumor microenvironment-specific CT radiomics signature for predicting immunotherapy response in non-small cell lung cancer.
Qizhi HUANG ; Daipeng XIE ; Lintong YAO ; Qiaxuan LI ; Shaowei WU ; Haiyu ZHOU
Journal of Southern Medical University 2025;45(9):1903-1918
OBJECTIVES:
To construct a nomogram for predicting the efficacy of immune checkpoint inhibitors (ICIs) in advanced non-small cell lung cancer (aNSCLC) by integrating chest CT radiomics signature that reflects the tumor microenvironment (TME) and clinical parameters of the patients.
METHODS:
Transcriptomic and CT imaging data from TCGA, GEO and TCIA databases were integrated for weighted gene co-expression network analysis (WGCNA) of the GEO cohort to identify the immunotherapy-related genes (IRGs) associated with ICIs response. A prognostic model was built using these IRGs in the TCGA cohort to assess immune microenvironment features across different risk groups. Radiomics features were extracted from TCIA lung_3 cohort using PyRadiomics, and 94 features showing strong association with IRGs (|r|>0.4) were selected. A retrospective cohort consisting of 210 aNSCLC patients receiving first-line ICIs at Guangdong Provincial People's Hospital was analyzed and divided into training (n=147) and validation (n=63) groups. Least absolute shrinkage and selection operator was used for radiomic features selection, and logistic regression was applied to construct a combined clinical-radiomic model and nomogram for predicting ICIs therapy response. The performance of the model was evaluated using ROC curve, calibration curve, and decision curve analysis.
RESULTS:
WGCNA identified 84 IRGs enriched in immune activation pathways. The combined model outperformed individual models in both the training (AUC=0.725, 95% CI: 0.644-0.807) and validation cohorts (AUC=0.706, 95% CI: 0.577-0.836). Calibration curve and decision curve analyses confirmed the clinical efficacy of the nomogram for predicting ICIs therapy response in aNSCLC patients.
CONCLUSIONS
The genomic-radiomic-clinical multidimensional predictive framework established in this study provides an interpretable biomarker combination and clinical decision-making tool for evaluating ICIs efficacy in aNSCLC, potentially facilitating personalized immunotherapy decision-making.
Humans
;
Carcinoma, Non-Small-Cell Lung/therapy*
;
Tumor Microenvironment
;
Lung Neoplasms/therapy*
;
Immunotherapy
;
Tomography, X-Ray Computed
;
Nomograms
;
Retrospective Studies
;
Immune Checkpoint Inhibitors/therapeutic use*
;
Prognosis
;
Male
;
Female
;
Radiomics
2.Fastest recovery after surgery during perioperative period under laparoscopic surgery of gastrointestinal tumors
Qizhi LIU ; Huimin ZHOU ; Minjun ZHOU ; Guozhong CHEN ; Cheng LI ; Junyi CHEN ; Yonggang HONG ; Nan ZHANG ; Hanrong LIU ; Xiaohuang TU
Academic Journal of Naval Medical University 2025;46(1):135-140
Objective To explore the feasibility and safety of fastest recovery after surgery(FRAS)in laparoscopic surgery of gastrointestinal tumors.Methods The clinical data of patients undergoing laparoscopic surgery for gastrointestinal tumors under FRAS and enhanced recovery after surgery(ERAS)from Jan.2023 to May 2024 were collected,and perioperative safety and medical cost were analyzed.Results A total of 87 patients were enrolled,including 43 in the FRAS group and 44 in the ERAS group.Compared with the ERAS group,the FRAS group had significantly shorter surgical time(3.0[2.5,3.5]h vs 3.0[2.5,4.0]h),first postoperative movement time([2.85±4.29]h vs[20.18±6.13]h),first postoperative oral feeding time(2.0[2.0,3.0]h vs 24.0[15.0,48.0]h),postoperative hospital stay(24.0[20.0,40.0]h vs 192.0[150.0,216.0]h),lower hospitalization costs(50 515.61[46 650.44,56 827.12]yuan vs 65 555.09[58 683.21,86 239.02]yuan),and lower medication costs(2 671.09[2 063.31,3 127.09]yuan vs 7 326.90[5 104.66,10 674.26]yuan)(all P<0.05).Conclusion It is safe and feasible to use FRAS during the perioperative period of laparoscopic radical gastrectomy for gastrointestinal tumors,and FRAS can also reduce the costs of hospitalization and medications.
3.Analysis of bacterial colonization pathways and predictive factors of epidural analgesia catheters in patients with chronic pain
Zhuang TANG ; Liming ZHOU ; Ping HU ; Lin ZHAO ; Weipeng HONG ; Xingli SHEN ; Xingyu LI ; Lingjie YANG ; Qizhi HE
Journal of Clinical Medicine in Practice 2025;29(12):67-70,76
Objective To analyze the incidence,colonization pathways,and predictive factors of bacterial colonization of epidural analgesia catheters in patients with chronic pain.Methods A total of 150 patients with chronic pain who underwent continuous epidural catheterization(catheter in-dwelling time of 7 to 10 days)were selected as study subjects.Samples from three sites were collect-ed for bacterial culture.Clinical data of the patients were collected,and the positive rate of bacterial culture,characteristics of bacterial species distribution,and bacterial colonization pathways were ana-lyzed.The efficacy of predictive factors was assessed using the receiver operating characteristic(ROC)curve.Results The positive rates of bacterial culture in samples from the skin swabbing fluid around the puncture site,the subcutaneous segment of the catheter,and the catheter tip were 22.0%,7.3%,and 8.7%,respectively.Staphylococcus epidermidis was the predominant colonizing bacterial species.Spearman correlation coefficient analysis showed a significant correlation between the results of bacterial culture from the skin around the puncture site and catheter tip colonization(r=0.47,P<0.01).ROC curve analysis revealed that the area under the curve of bacterial culture results from the skin around the puncture site in predicting catheter tip bacterial colonization was 0.843,with a sensitivity of 84.9%and a specificity of 84.6%.Conclusion Bacterial migra-tion along the catheter is the main pathway for catheter tip bacterial colonization,and the results of bacterial culture from the skin around the puncture site are an effective predictive factor for the risk of bacterial colonization.
4.Application of incision subcutaneous porous catheter combined with ropivacaine analgesia in enhanced recovery after laparoscopic gastrointestinal surgery
Qizhi LIU ; Lisi WAN ; Guozhong CHEN ; Cheng LI ; Junyi CHEN ; Hanrong LIU ; Zhuo CHEN ; Dehua ZHOU ; Jing CHEN ; Xiaohuang TU
Chinese Journal of Postgraduates of Medicine 2023;46(3):271-275
Objective:To investigate the feasibility and effectiveness of incision subcutaneous porous catheter combined with ropivacaine analgesia in enhanced recovery after laparoscopic gastrointestinal surgery.Methods:The clinical data of 140 patients underwent gastrointestinal surgery from August 2021 to April 2022 in Shanghai Fourth People′s Hospital, School of Medicine, Tongji University were retrospectively analyzed. Among them, 70 patients were given routine postoperative analgesia (control group), and 70 patients were given incision subcutaneous porous catheter combined with ropivacaine analgesia on the basis of routine postoperative analgesia (observation group). The visual analogue score (VAS) 4, 24, 32, 48, 56 and 72 h after operation was evaluated; and the complications of subcutaneous catheterization, incision infection, postoperative nausea vomiting, neurological symptoms, time to extubation, patient satisfaction degree, recovery time of intestinal function and hospital stay were recorded.Results:The VAS 4, 24, 32, 48, 56 and 72 h after operation in observation group was significantly lower than that in control group: 1.000 (- 0.250, 2.250) scores vs. 1.000 (- 1.000, 3.000) scores, 2.000 (1.000, 3.000) scores vs. 4.000 (2.000, 6.000) scores, 1.000 (0.000, 2.000) scores vs. 3.000 (1.000, 5.000) scores, 2.000 (1.000, 3.000) scores vs. 3.000 (1.750, 4.250) scores, (1.100 ± 0.934) scores vs. (2.085 ± 0.943) scores and (0.985 ± 0.842) scores vs. (1.814 ± 0.921) scores, and there was statistical difference ( P<0.05 or <0.01). The recovery time of intestinal function and hospital stay in observation group were significantly shorter than that that in control group: (1.743 ± 0.557) d vs. (2.200 ± 0.714) d and (8.043 ± 1.160) d vs. (8.757 ± 1.221) d, and there were statistical difference ( P<0.01); there were no statistical differences in the rate of incision infection, incidence of postoperative nausea vomiting, time to extubation and patient dissatisfaction rate between two groups ( P>0.05); there were no the complications of subcutaneous catheterization and neurological symptoms in two groups. Conclusions:The incision subcutaneous porous catheter combined with ropivacaine analgesia after laparoscopic gastrointestinal surgery is a safe, effective and feasible method. Multimodal analgesia under enhanced recovery after surgery can increase the postoperative recovery after gastrointestinal operations and shorten the postoperative hospital stay.
5.Clinical application of extracorporeal membrane oxygenation in the treatment of burn patients with acute respiratory distress syndrome: a retrospective analysis and systematic review
Haisheng LI ; Zhiqiang YUAN ; Huapei SONG ; Qizhi LUO ; Fei XIANG ; Siyuan MA ; Junyi ZHOU ; Jianglin TAN ; Ling ZHOU ; Yizhi PENG ; Gaoxing LUO
Chinese Journal of Burns 2021;37(10):911-920
Objective:To analyze the clinical effect of extracorporeal membrane oxygenation (ECMO) in the treatment of burn patients with acute respiratory distress syndrome (ARDS).Methods:The retrospective observational study and the systematic review were applied. From March 2014 to July 2020, five burn patients with ARDS received ECMO treatment in the First Affiliated Hospital of Army Medical University (the Third Military Medical University). All the five patients were male, aged from 40 to 62 years. The average total burn surface area was 58.8% total body surface area (TBSA) and four cases had severe inhalation injury. Patient's ECMO starting time, duration and mode, and whether successfully weaned or the cause of death, and others. were recorded. Furthermore, the changes of oxygenation and infection before, during, and after utilizing ECMO were analyzed. PubMed and Web of Science from the establishment of each database to August 2021 were searched using "Extracorporeal Membrane Oxygenation", "ECMO", "burn", "inhalation" as the search terms and "Title/Abstract" as the field to retrieve the clinical articles that meet the selection criteria . Basic information were extracted from the articles, including sample size, gender, age, total burn area, inhalation injury, the indication of ECMO, the start and lasting time of ECMO, ECMO mode, rate of successful weaning, complications of ECMO, mortality, the combined application of continuous renal replacement therapy (CRRT). Results:Five patients started venovenous ECMO on an average of 10.2 days after injury and lasted an average of 180.4 hours. Three out of 5 patients were weaned successfully with one patient survived. Four patients died of multiple organ dysfunction syndrome (MODS) and septic shock. Compared with those before ECMO treatment, the arterial oxygen partial pressure (PaO 2) and oxygen saturation in arterial blood (SaO 2) of three successfully weaned patients obviously increased during and after ECMO treatment. The fraction of inspired oxygen (FiO 2) decreased below 50% and PaO 2/FiO 2 ratio increased above 200 mmHg (1 mmHg=0.133 kPa) during and after ECMO. Furthermore, lactic acid and respiratory rate decreased, basically. Compared with those before ECMO, PaO 2 and SaO 2 in the other two patients during ECMO, who failed to be weaned, continuously decreased while lactic acid increased. Before and during ECMO, the PaO 2/FiO 2 ratios of unsuccessfullg weaned cases were less than 200 mmHg, and partial pressure of carbon dioxide in arterial blood (PaCO 2) were more than 40 mmHg. Compared with those before ECMO, there were no significant changes in body temperature during and after ECMO, which were less than 38 ℃. Compared with those before ECMO, the leucocyte number (the index without this in unsuccessfully weaned cases was omitted, the same as below) in four patients showed a significant decrease during ECMO, but rose after removal of ECMO. The proportion of neutrophils in three patients were slightly higher during ECMO than before ECMO, and did not change significantly after removal of ECMO. Compared with those before ECMO, platelet counts in three patients were significantly reduced during ECMO, and all five patients during ECMO were below normal levels. Compared with those before ECMO, the procalcitonin levels in four deaths were significantly increased during ECMO. Catheter culture of microorganism was performed in three successfully weaned patients, all of which were negative. A total of 13 literature were included, ranging from 1990 to 2019. The sample size in 6 studies was less than 10, and the sample size in 4 studies was between 10 and 20, and only 2 literatures had a sample size larger than 50. ECMO was applied in 295 burn patients with overall mortality of 48.8% (144/295), including 157 adults and 138 children. The most common indication of ECMO was severe ARDS. Among 157 adult burn patients (95 males and 65 females), 36 cases had inhalation injury. The average burn area was 27%-37%TBSA in 5 reported studies and was more than 50%TBSA in 2 reported studies. The most common mode was venovenous ECMO. ECMO treatment began 26.5 hours to 7.4 days after injury and lasted from 90 hours to 18 days, and the rate of successful weaning ranged from 50% to 100%. The most common complications were bleeding and infection. The mortality was 52.9% (83/157). MODS and sepsis were the leading causes of death. Among 138 pediatric burn patients (77 boys and 61 girls), 29 patients had inhalation injury. The average burn area was 17%-50.2%TBSA in 3 studies. ECMO treatment lasted from 165.2 hours to 324.4 hours. Bleeding was the most common complication. The mortality was 44.2% (61/138). Conclusions:ECMO is an effective strategy for the salvage treatment of burns complicated with ARDS. Furthermore, the prevention and treatment of bleeding, infection and organ dysfunction should be emphasized during the use of ECMO. More importantly, evidence-based guidelines for burns are urgently needed to further improve the clinical effect of ECMO.
6.Preparation and drug release effect evaluation of drug-loaded cross-linked decellularized corneal stromal lenticules in vitro
Jing RAO ; Jiansu CHEN ; Jianing GU ; Xiao CHEN ; Yini WANG ; Yonghuan LIU ; Aijun PU ; Qizhi ZHOU
Chinese Journal of Experimental Ophthalmology 2020;38(12):1004-1010
Objective:To prepare a drug release system of drug-loaded cross-linked decellularized corneal stromal lenticules and evaluate its drug release characteristics in vitro. Methods:Lenticules were obtained during femtosecond laser-assisted small incision lenticule extraction (SMILE) surgery in Chongqing Aier Ophthalmology Hospital.Decellularized corneal stromal lenticules were prepared using high concentration sodium chloride (NaCl) combining nuclease.The decellularized corneal stromal lenticules were randomly divided into normal group, 0.5% levofloxacin group, 3% levofloxacin group and 5% levofloxacin group, with 4 lenticules in each group.The lenticules did not receive any treatment in the normal group, and drug-loading those were soaked in different doses of levofloxacin solution for three hours according to grouping.In the crosslinking test, 12 decellularized corneal stromal lenticules were randomly divided into non-crosslinking group, 0.01 mmol 1-(3-dimethylamino) propylimine (EDC) group, 0.05 mmol EDC group and 0.25 mmol EDC group.The lenticules for cross-linking were soaked in different contents of mixed solution of EDC with N-hydroxysuccinyl (NHS) for four hours respectively according to grouping, and then in 3% levofloxacin solution for three hours.Only 3% levofloxacin solution soaking was carried in the non-crosslinking group.High performance liquid chromatography (HPLC) was employed to detect the drug release concentration of the lenticules, and spectral scanning method was performed to measure light transittance of the lenticules.The surface ultrastructure of the decellularized lenticules among different cross-linking groups was examined and compared with scanning electron microscope.The use of the human corneal lenticules was approved by an Ethics Committee of Chongqing Aier Ophthalmology Hospital (No.2019012). Written informed consent was obtained from each patient before surgery.Results:The release concentrations of decellularized corneal stroma lenticules were significantly different at 1 day, 7, 14, and 21 days among 0.5%, 3%, and 5% levofloxacin group ( P<0.05) or also among the 0.01 mmol EDC, 0.05 mmol EDC, and 0.25 mmol EDC cross-linked groups ( P<0.01). The drug release concentrations in 0.05 mmol EDC group were the highest at various time points, and the release time of the three cross-linked groups lasted until 21 days after release concentrations of decellularized corneal stroma lenticules.The drug release concentrations in cross-linked groups and non-crosslinking group were gradually declined with the prolong of drug-loading time, showing a significant difference at different time points ( P<0.05). The transmittance of the lenticules was (88.68±1.19)% and (91.55±1.16)% in the non-crosslinking group and normal group, respectively, with no significant difference ( P>0.05). The average transmittance of the lenticules was significantly reduced in the drug-loaded groups compared with the normal group ( P<0.05). The smaller collagen fiber voids and closely arranged collagen fibers were displayed in the cross-linking groups under the scanning electron microscope with the best effect in the 0.25 mmol EDC group. Conclusions:EDC/NHS cross-linking can improve the drug-loading effect of decellularized corneal stromal lenticules probably by lessening collagen fiber voids.The drug-loaded cross-linked decellularized corneal stromal lenticules have a good drug release effect in vitro.
7. Recommendations for the regulation of medical practices of burn treatment during the outbreak of the coronavirus disease 2019
Siyuan MA ; Zhiqiang YUAN ; Yizhi PENG ; Qizhi LUO ; Huapei SONG ; Fei XIANG ; Jianglin TAN ; Junyi ZHOU ; Ning LI ; Gaozhong HU ; Gaoxing LUO
Chinese Journal of Burns 2020;36(0):E004-E004
2019 novel coronavirus (2019-nCoV) is one of the beta coronaviruses and was identified as the pathogen of the severe "coronavirus disease 2019 (COVID-19)" in 2019. China has formally included the 2019-nCoV in the statutory notification and control system for infectious diseases according to the
8.Critical segment of the early diagnosis and therapy for orthokeratology associated acanthamoeba keratitis
Chang LIU ; Qizhi ZHOU ; Zhiqun WANG ; Yang ZHANG ; Xuguang SUN
Chinese Journal of Experimental Ophthalmology 2020;38(3):217-219
with the increasing prevalence of myopia in Chinese children, there are more methods for its prevention and control.Orthokeratology is one of the most appealing techniques for myopia correction.In recent years, an increasing number of hospitals have applied this technology, and its acceptance among patients is increasing.The safety of the orthokeratology have drawn increasing attention, especially in relation to orthokeratology-associated infectious keratitis.Acanthamoeba keratitis (AK) is one of the most worrying diseases.The onset of AK is slow, and its early clinical manifestation is particularly atypical, which often leads to incorrectly diagnosis, so as to mistreatment or delay of medical therapy, and subsequently irreversible impairment of visual function.Therefore, it is very important to reinforce the knowledge of its early symptoms in order to improve the early diagnosis level, and manage the associated risk factors.Early diagnosis and promper treatment can contribute to good visual outcomes.
9.Agreement of central vault measurements between UBM and anterior segment OCT in posterior chamber intraocular lens implanted eyes
Chinese Journal of Experimental Ophthalmology 2019;37(4):287-291
Objective To compare the agreement of central vault measurements between anterior segment optical coherence tomography (AS-OCT) and ultrasound biomicroscopy (UBM) in the eyes with posterior chamber phakic intraocular lens implantation and analyze the association sculus to sculus (STS) diameter and white-to-white (WTW) diameter of cornea with central vault.Methods A cross-sectional study was carried out.Medical records of 150 phakic eyes of 75 myopic patients who underwent implantable collamer lens (ICL) surgery for the correction of myopia were collected in Chongqing Aier Eye Hospital from December 2017 to March 2018.The postoperative central vault were measured with AS-OCT and UBM.Intraclass correlation coefficient (ICC) and Bland-Altman plot were used to evaluate the repeatability and agreement of the measurements between two devices.The affecting factors of central vault measurements were assessed.Results Mean central vault in the 150 phakic eyes after ICL surgery was (0.73±0.25)mm by AS-OCT and (0.76-±0.31)mm by UBM,respectively with the ICC of 0.91 for the measurements of AS-OCT and UBM.Bland-Altman analysis showed that the 95% limits of agreement of central vault measurements were-0.38-0.31 mm between the two devices.Five values were beyond the 95% consistency interval,and the maximum absolute value of the difference was is 0.31 mm,which was beyond the clinical acceptable range,showing an non-interchangeable difference in the central vault measurements between the devices in ICL implanted eyes.WTW was a affecting factor for vault with a regression equation of Y=0.145 3X-0.960 1 (t =2.272,P<0.05).Horizontal and vertical STS were the indirect affecting factors for vault by the association with WTW with the regression equation of Y=0.524 1X+5.362 4 and Y=0.613 4X+4.658 3,respectively.Conclusions Central vault measured by UBM is higher that than AS-OCT after ICL surgery,and the measurements are uninterchangeable between the two devices.Accurate measurement of STS distance is essential for the selection of appropriate lens before operation.
10.Verification application of PCR techniques with different principles in prenatal diagnosis of thalassemia
Qizhi XIAO ; Ge WANG ; Lianxiang LI ; Lei LI ; Jianhong XIE ; Yuqiu ZHOU
The Journal of Practical Medicine 2017;33(6):994-996
Objective To evaluate the necessity and feasibility by using two different PCR-based techniques for prenatal diagnosis of thalassemia. Methods 509 specimens for prenatal diagnosis of thalassemia were detected respectively by single tube multiplex PCR(STMP),reverse dot blot(RDB)or probe melting curve assay(PMCA)for commonα-thalassemia orβ-thalassemia mutations in double-blind tests. Samples with different detection results were confirmed with DNA sequencing analysis. Prenatal diagnosis of thalassemia results were verified or followed up after birth. Results In detectingα-thalassemia andβ-thalassemia,there was one case in STMP + RDB and another case PMCA indicating differentiating results. The detection sensitivity of STMP + RDB was higher than that of PMCA,and its difference can be used as an indication for maternal blood contamination. Conclusion The two PCR methods with different principles were necessary and feasible for the prenatal diagnosis of thalassemia. The two methods were complementary to each other ,which can ensure the reliability of the prenatal diagnosis results and reduce the defects of single technique. It is worthy to be popularized in clinical application.

Result Analysis
Print
Save
E-mail