1.Establishment of reference values for clot waveform analysis parameters and their clinical application in differentiating acquired hemophilia A from lupus anticoagulant positive conditions
Bin YAN ; Mengchao CUI ; Yuanyuan WEN ; Di WU ; Luyi RU ; Huixin ZOU ; Tianxi HU ; Ruijuan WANG ; Suping ZHAI ; Weipeng DU
Chinese Journal of Laboratory Medicine 2025;48(3):371-377
Objective:To establish reference values for clot waveform analysis (CWA) and analyze their diagnostic efficacy in distinguishing acquired hemophilia A (AHA) and lupus anticoagulant (LA)-positive patients.Methods:Case-Control Study. A total of 391 healthy individuals(260 males and 131 females) with a mean age of 45.53±14.85 years were enrolled at Nanyang central Hospital between January 6, 2023 and October 10, 2024. Prothrombin time (PT), activated partial thromboplastin time (APTT), and thrombin time (TT) were measured to establish reference ranges for the CWA parameters, including maximal reaction velocity (Min1), maximal reaction acceleration (Min2), and maximal reaction deceleration (Max2). A total of 158 definitively diagnosed AHA and LA-positive patients (mean age:42.46±14.83 years), including 34 AHA patients and 124 LA-positive patients, were recruited. The Mann Whitney U test was used to analyze the differences in the CWA parameters between the two groups. The diagnostic efficacy of CWA parameters in distinguishing AHA and LA-positive patients was evaluated using the area under the receiver operating characteristic(ROC) curve AUC and the cut-off values were calculated. Results:The reference values for PT-Min1, APTT-Min1, APTT-Min2, APTT-Max2, TT-Min1, TT-Min2, TT-Max2 were 203.41-516.89, 144.63-324.03, 526.46-1 190.03, -404.96±157.22, 159.17±60.34, 272.29-686.99, and -289.47--113.76, respectively. Compared with the CWA parameters in AHA patients, APTT-Max2 was significantly lower in LA-positive patients [-422.74(-577.50, -239.22) vs. -68.87(-92.85,30.28), Z=-7.43, P<0.01], while PT-Min1, APTT-Min1, APTT-Min2, TT-Min1, TT-Min2 were significantly elevated [287.01(188.03, 382.50) vs. 107.45(90.20, 151.39), 972.88(601.20, 1 351.19) vs. 229.10(118.38, 371.67), Z=6.68, 6.69, all P<0.01]. ROC analysis demonstrated the APTT-CWA parameter exhibited high diagnostic efficacy in patients with AHA (AUC>0.900 for both).Additionally, APTT-Min1 and APTT-Max2 were found to be useful in distinguishing between AHA patients and those with LA-positive status accompanied by APTT prolongation (AUC=0.660, 0.700, respectively). Conclusions:Reference values for CWA parameters were successfully established. The APTT-CWA is useful for differentiating between AHA and LA-positive patients and APTT-Max2 demonstrated a good diagnostic value in differentiating AHA patients from those with LA-positive status accompanied by APTT prolongation.
2.Establishment of reference values for clot waveform analysis parameters and their clinical application in differentiating acquired hemophilia A from lupus anticoagulant positive conditions
Bin YAN ; Mengchao CUI ; Yuanyuan WEN ; Di WU ; Luyi RU ; Huixin ZOU ; Tianxi HU ; Ruijuan WANG ; Suping ZHAI ; Weipeng DU
Chinese Journal of Laboratory Medicine 2025;48(3):371-377
Objective:To establish reference values for clot waveform analysis (CWA) and analyze their diagnostic efficacy in distinguishing acquired hemophilia A (AHA) and lupus anticoagulant (LA)-positive patients.Methods:Case-Control Study. A total of 391 healthy individuals(260 males and 131 females) with a mean age of 45.53±14.85 years were enrolled at Nanyang central Hospital between January 6, 2023 and October 10, 2024. Prothrombin time (PT), activated partial thromboplastin time (APTT), and thrombin time (TT) were measured to establish reference ranges for the CWA parameters, including maximal reaction velocity (Min1), maximal reaction acceleration (Min2), and maximal reaction deceleration (Max2). A total of 158 definitively diagnosed AHA and LA-positive patients (mean age:42.46±14.83 years), including 34 AHA patients and 124 LA-positive patients, were recruited. The Mann Whitney U test was used to analyze the differences in the CWA parameters between the two groups. The diagnostic efficacy of CWA parameters in distinguishing AHA and LA-positive patients was evaluated using the area under the receiver operating characteristic(ROC) curve AUC and the cut-off values were calculated. Results:The reference values for PT-Min1, APTT-Min1, APTT-Min2, APTT-Max2, TT-Min1, TT-Min2, TT-Max2 were 203.41-516.89, 144.63-324.03, 526.46-1 190.03, -404.96±157.22, 159.17±60.34, 272.29-686.99, and -289.47--113.76, respectively. Compared with the CWA parameters in AHA patients, APTT-Max2 was significantly lower in LA-positive patients [-422.74(-577.50, -239.22) vs. -68.87(-92.85,30.28), Z=-7.43, P<0.01], while PT-Min1, APTT-Min1, APTT-Min2, TT-Min1, TT-Min2 were significantly elevated [287.01(188.03, 382.50) vs. 107.45(90.20, 151.39), 972.88(601.20, 1 351.19) vs. 229.10(118.38, 371.67), Z=6.68, 6.69, all P<0.01]. ROC analysis demonstrated the APTT-CWA parameter exhibited high diagnostic efficacy in patients with AHA (AUC>0.900 for both).Additionally, APTT-Min1 and APTT-Max2 were found to be useful in distinguishing between AHA patients and those with LA-positive status accompanied by APTT prolongation (AUC=0.660, 0.700, respectively). Conclusions:Reference values for CWA parameters were successfully established. The APTT-CWA is useful for differentiating between AHA and LA-positive patients and APTT-Max2 demonstrated a good diagnostic value in differentiating AHA patients from those with LA-positive status accompanied by APTT prolongation.
3.Correlation of KRAS Gene 3'UTR Polymorphisms with Cervical Cancer and Cervical Intraepithelial Neoplasia in Chinese Han Population in Yunnan Province
Ni GUO ; Cheng ZHANG ; Chao HONG ; Weipeng LIU ; Yufeng YAO ; Zhiling YAN
Journal of Kunming Medical University 2024;45(2):14-22
Objective To investigate the correlation between rs712 and rs7973450 located at the 3'UTR region of the KRAS gene and the risk of cervical cancer(CC)and cervical intraepithelial neoplasia(CIN)in Chinese Han population in Yunnan province.Methods A total of 2405 individuals(461 subjects with CIN,961 subjects with CC and 983 healthy controls)were enrolled.The SNPs were genotyped used TaqMan assay and the correlation of these SNPs with CIN and CC was analyzed.Results The A allele of rs7973450 might be a protective factor for the occurrence of CIN(P = 0.004,OR= 0.651,95%CI 0.487~0.871)and CC(P = 7.00×10-4,OR= 0.667,95%CI 0.529~0.844).There was no significant difference in allelic and genotypic distribution of rs712 among CIN,CC and Control groups(P>0.017).The haplotype assay showed thatrs712A-rs7973450G was associated with increased risk of CIN(P = 4.00×10-4;OR= 1.714,95%CI 1.269~2.314)and CC(P = 3.84×10-5,OR= 1.667,95%CI 1.305~2.131).While haplotype rs712A-rs7973450A was associated with a lower risk of CC(P = 0.012,OR= 0.790,95%CI 0.658~0.950).Conclusion The A allele of rs7973450 in 3'UTR of KRAS gene might be the protective factor for the occurrence of CIN and CC in a Chinese Han population in Yunnan province.
4.Prognostic factors analysis of YL-1 type hard channel trepanation and drainage combined with stereotactic therapy for hypertensive intracerebral hemorrhage
Bin LIU ; Lei DING ; Weipeng CHENG ; Pengkun FAN ; Yan WANG ; Bing ZHANG ; Chao REN ; Xiuyao MA
Journal of Clinical Surgery 2024;32(11):1142-1146
Objective To explore the clinical efficacy and prognostic factors of YL-1 type hard channel trepanation and drainage combined with stereotactic treatment for hypertensive intracerebral hemorrhage.Methods A retrospective study was conducted on 110 patients with hypertensive intracerebral hemorrhage at the Cerebrovascular Disease Center of the First People's Hospital of Suzhou from August 2019 to October 2022.The observation group(55 cases)received YL-1 type hard channel drilling and drainage combined with stereotactic treatment,while the control group(55 cases)received simple YL-1 type hard channel drilling and drainage.The perioperative indicators,neurological damage,and prognosis of the two groups of patients were compared;Using multiple Logistic regression analysis to identify the prognostic factors affecting patients.Results The perioperative indicators,neurological damage,and prognosis of the observation group were better than those of the control group(P<0.05);The admission NIHSS score(OR=2.504,P<0.05),simple minimally invasive drilling and drainage(OR=1.881,P<0.05),disease duration>24 hours(OR=2.782,P<0.001),and ventricular rupture(OR=2.252,P<0.05)are risk factors for poor prognosis in patients.Conclusion The prolongation of the patient's disease course,ventricular rupture,and severe neurological damage are associated with poor prognosis.Combining stereotactic minimally invasive surgery has a positive significance for improving the prognosis of patients with cerebral hemorrhage.
5.Clinical value of open abdomen therapy in non-traumatic critically patients: a multicenter retrospective study
Xiaoyu YAN ; Bingkui REN ; Weipeng HUANG ; Feng GUO ; Wenxing TONG ; Xiangde ZHENG ; Lin XUE ; Shuangling LI ; Yongyi CHEN ; Xiangyang LIU ; Jun DUAN ; Lu XU ; Zhigang CHANG
Chinese Journal of Digestive Surgery 2024;23(11):1416-1422
Objective:To investigate the clinical value of open abdomen therapy in non-traumatic critically patients.Methods:The retrospective cohort study was conducted. The clinical data of 23 non-traumatic critically patients who underwent open abdomen therapy in 5 hospitals in China from July 2015 to July 2024 were collected. There were 17 males and 6 females, aged 70(range, 24-84)years. Measurement data with normal distribution were represented as Mean± SD, and measurement data with skewed distribution were represented as M(range). Count data were described as absolute numbers. Repeated measurement data were analyzed using the repeated ANOVA, and pairwise comparison within groups was conducted using the least significant difference method. The Boruta algorithm was applied for analyzing variables related to survival outcomes. Results:(1) Treatment of patients undergoing open abdomen therapy. ① The intra-abdominal pressure, lactate, heart rate, central venous pressure, mean arterial pressure, sequential organ failure assessment score of 23 patients from preoperation to postoperative day 3 were changed from (19.7±5.4)mmHg (1 mmHg=0.133 kPa), (6.1±1.9)mmol/L, (120±14)beats/minutes, (13.1±4.3)cmH 2O (1 cmH 2O=0.098 kPa), (58.8±6.8)mmHg, 13.2±1.8 to (10.6±1.3)mmHg, (2.3±0.6)mmol/L, (95±10)beats/minutes, (8.8±2.0)cmH 2O, (75.2±8.5)mmHg, 10.1±1.6, respectively, showing significant differences in the time effect of changes in the above indicators ( Ftime=46.40, 29.19, 24.91, 11.84, 27.81, 11.71, P<0.05). ② The oxygenation index, total intake, total output of 23 patients from preoperation to postoperative day 3 were changed from (255.0±54.2)mmHg, (5388±1562)mL, (2 520±630)mL to (291.7±25.0)mmHg, (2 886±866)mL, (3 221±923)mL, respectively, showing significant differences in the time effect of changes in the above indicators ( Ftime=7.61, 13.83, 2.97, P<0.05). ③The daily caloric intake, daily protein supplementation of 23 patients from preoperation to postoperative day 3 were changed from (465±116)kcal, (18±5)g to (1 628±472)kcal, (60±18)g, respectively, showing significant differences in the time effect of changes in the above indicators ( Ftime=40.31, 41.23, P<0.05). (2) Patients outcomes after open abdomen therapy. Of 23 patients, 18 cases survived and 5 cases died. The duration of intensive care unit stay and duration of hospital stay of 23 patients were 26(range, 5-82)days and 40(range, 5-98)days. Twelve of 23 patients received renal replacement therapy for 12 (range, 5-32)days. Time of pain and sedation management, mechanical ventilation, antimicrobial therapy, vasopressor therapy of 23 patients were 13(range, 5-74)days, 12(range, 5-74)days,20(range, 5-50)days, 6(range, 2-35)days. (3) Analysis of variables related to survival outcomes for patients after open abdomen therapy. Results of Boruta analysis showed that postoperative high-output enteric fistula, postoperative bile fistula, postoperative intra-abdominal hemorrhage, postoperative enteric air fistula, and preoperative mean arterial pressure were significantly associated with survival outcomes. Conclusions:Open abdomen therapy is effective in the treatment of non-traumatic critically patients. Postoperative high-output enteric fistula, postoperative bile fistula, postoperative intra-abdominal hemorrhage, postoperative enteric air fistula, and preoperative mean arterial pressure reduction are significantly associated with survival outcomes.
6.Clinical value of open abdomen therapy in non-traumatic critically patients: a multicenter retrospective study
Xiaoyu YAN ; Bingkui REN ; Weipeng HUANG ; Feng GUO ; Wenxing TONG ; Xiangde ZHENG ; Lin XUE ; Shuangling LI ; Yongyi CHEN ; Xiangyang LIU ; Jun DUAN ; Lu XU ; Zhigang CHANG
Chinese Journal of Digestive Surgery 2024;23(11):1416-1422
Objective:To investigate the clinical value of open abdomen therapy in non-traumatic critically patients.Methods:The retrospective cohort study was conducted. The clinical data of 23 non-traumatic critically patients who underwent open abdomen therapy in 5 hospitals in China from July 2015 to July 2024 were collected. There were 17 males and 6 females, aged 70(range, 24-84)years. Measurement data with normal distribution were represented as Mean± SD, and measurement data with skewed distribution were represented as M(range). Count data were described as absolute numbers. Repeated measurement data were analyzed using the repeated ANOVA, and pairwise comparison within groups was conducted using the least significant difference method. The Boruta algorithm was applied for analyzing variables related to survival outcomes. Results:(1) Treatment of patients undergoing open abdomen therapy. ① The intra-abdominal pressure, lactate, heart rate, central venous pressure, mean arterial pressure, sequential organ failure assessment score of 23 patients from preoperation to postoperative day 3 were changed from (19.7±5.4)mmHg (1 mmHg=0.133 kPa), (6.1±1.9)mmol/L, (120±14)beats/minutes, (13.1±4.3)cmH 2O (1 cmH 2O=0.098 kPa), (58.8±6.8)mmHg, 13.2±1.8 to (10.6±1.3)mmHg, (2.3±0.6)mmol/L, (95±10)beats/minutes, (8.8±2.0)cmH 2O, (75.2±8.5)mmHg, 10.1±1.6, respectively, showing significant differences in the time effect of changes in the above indicators ( Ftime=46.40, 29.19, 24.91, 11.84, 27.81, 11.71, P<0.05). ② The oxygenation index, total intake, total output of 23 patients from preoperation to postoperative day 3 were changed from (255.0±54.2)mmHg, (5388±1562)mL, (2 520±630)mL to (291.7±25.0)mmHg, (2 886±866)mL, (3 221±923)mL, respectively, showing significant differences in the time effect of changes in the above indicators ( Ftime=7.61, 13.83, 2.97, P<0.05). ③The daily caloric intake, daily protein supplementation of 23 patients from preoperation to postoperative day 3 were changed from (465±116)kcal, (18±5)g to (1 628±472)kcal, (60±18)g, respectively, showing significant differences in the time effect of changes in the above indicators ( Ftime=40.31, 41.23, P<0.05). (2) Patients outcomes after open abdomen therapy. Of 23 patients, 18 cases survived and 5 cases died. The duration of intensive care unit stay and duration of hospital stay of 23 patients were 26(range, 5-82)days and 40(range, 5-98)days. Twelve of 23 patients received renal replacement therapy for 12 (range, 5-32)days. Time of pain and sedation management, mechanical ventilation, antimicrobial therapy, vasopressor therapy of 23 patients were 13(range, 5-74)days, 12(range, 5-74)days,20(range, 5-50)days, 6(range, 2-35)days. (3) Analysis of variables related to survival outcomes for patients after open abdomen therapy. Results of Boruta analysis showed that postoperative high-output enteric fistula, postoperative bile fistula, postoperative intra-abdominal hemorrhage, postoperative enteric air fistula, and preoperative mean arterial pressure were significantly associated with survival outcomes. Conclusions:Open abdomen therapy is effective in the treatment of non-traumatic critically patients. Postoperative high-output enteric fistula, postoperative bile fistula, postoperative intra-abdominal hemorrhage, postoperative enteric air fistula, and preoperative mean arterial pressure reduction are significantly associated with survival outcomes.
7.Myocardial remodeling assessed by MR feature tracking in hypertrophic obstructive cardiomyopathy after surgical myectomy
Shujuan YANG ; Keshan JI ; Shiqin YU ; Weipeng YAN ; Rui LI ; Kai YANG ; Shengwei WANG ; Shuiyun WANG ; Shihua ZHAO
Chinese Journal of Radiology 2021;55(8):835-840
Objective:To investigate the changes of strains based on feature tracking in patients with hypertrophic obstructive cardiomyopathy (HOCM) after surgical myectomy and the potential factors that influenced post-myectomy global strains.Methods:A total of 27 patients with HOCM who underwent septal myectomy in Fuwai Hospital from June 2014 to July 2017 were retrospectively collected. They all received cardiac MR (CMR) cine acquisitions before and after surgery. Their preoperative and postoperative strain parameters, including radial strain (RS), circumferential strain (CS), and longitudinal strain (LS) of the global left ventricle, septum, and lateral wall, were assessed by feature tracking. Comparisons of pre-myectomy and post-myectomy imaging parameters were performed using paired-samples t-test or Wilcoxon matched-pairs signed-ranks test. Pearson or Spearman correlation analysis and linear regression analysis were utilized to find the correlated factors of postoperative global strains. Results:Compared with preoperative strains, postoperative global LS, septal LS, lateral RS, lateral CS, and lateral LS increased statistically (all P<0.05); postoperative global RS, global CS, and septal CS decreased (all P<0.05); no statistically significant difference was observed in septal RS ( P=0.165). Age at surgery ( r=0.428, P=0.026) and preoperative myocardial maximum ventricular wall thickness ( r=-0.587, P=0.001) were both linearly related to postoperative global RS; the further multivariate stepwise linear regressions showed that only preoperative myocardial maximum ventricular wall thickness might be correlated with postoperative global RS (adjusted R 2=0.287, P=0.002). Only myocardial maximum ventricular wall thickness was linearly related to global CS ( r=0.679, P<0.001) and global LS ( r=0.588, P=0.001), respectively; univariate linear regression revealed that preoperative myocardial maximum ventricular wall thickness might be correlated postoperative global CS (adjusted R 2=0.337, P=0.001) and postoperative global LS (adjusted R 2=0.281, P=0.003), respectively. Conclusions:Cardiac surgery definitely relieves left ventricular outflow tract obstruction and generally improves longitudinal and lateral strains, but a negative impact may occur in global and septal CS and RS. Preoperative maximum ventricular wall thickness may affect postoperative global strains.
8.Stereo-electroencephalography-guided radiofrequency thermocoagulation in treatment of focal epilepsy
Le WANG ; Weipeng JIN ; Shimin WANG ; Qingyun LI ; Jie QIN ; Yan ZHANG ; Shaoya YIN
Chinese Journal of Neuromedicine 2021;20(11):1142-1148
Objective:To investigate the value of stereo-electroencephalography (SEEG)-guided radiofrequency thermocoagulation (RFTC) in patients with focal epilepsy.Methods:Eighteen patients with focal epilepsy admitted to and treated by SEEG-guided RFTC in our hospital from April 2019 to December 2020 were chosen. The clinical data of these patients were retrospectively analyzed, and follow up was performed monthly by telephone and outpatient subsequent visit. The treatment efficacies of these patients were evaluated by Engel grading.Results:(1) The number of electrodes accurately implanted into the intended target in these 18 patients was 4-11 (6.56±2.15 on average); unilateral implantation was noted in 6 patients, and bilateral implantation was noted in 12 patients. SEEG monitoring showed that 7 patients were with frontal lobe epilepsy, 8 were with temporal lobe epilepsy, 2 were with frontotemporal junction epilepsy, and one was with temporal occipital junction epilepsy. (2) Two-9 RFTC electrodes (3.43±1.47 on average), and 9-42 RFTC contacts (17.38±9.20 on average) were given in these 18 patients. One patient developed seizures during the course of RFTC, one had temporary mental symptoms after RFTC, one had diffuse brain edema with intracranial hypertension, and one had asymptomatic regional brain edema. The total complication incidence was 22.2% (4/18) and no permanent neurological impairment occurred. (3) Eleven patients (61.1%) had recurred seizure within 1 year of RFTC: 3 (27.3%) recurred within 1 month, 3 (27.3%) recurred within 1-3 months, 3 (27.3%) recurred within 3-6 months, and 2 (18.2%) recurred within 6-12 months; however, the duration and frequency of seizure were obviously decreased as compared with those before RFTC. Seven patients (38.9%) received craniotomy after RFTC; follow up for 5-24 months showed that 12 patients were with Engel grading I, 4 were with Engel grading II, 2 were with Engel III, and no one was with Engel grading IV.Conclusions:SEEG-guided RFTC has enabled patients with focal epilepsy to achieve complete remission of their seizures with varying durations, and some patients have achieved long-term remission of their seizures. For patients with recurrent epilepsy after SEEG-guided RFTC, further craniotomy of the epileptogenic area is still effective.
9.Analysis of mental health status and influencing factors of MSM in AIDS patients
Juan JIN ; Jinjing GAO ; Yun MA ; Weipeng ZHANG ; Xinyan JING ; Li LI ; Jie CHEN ; Yiying WANG ; Ganggang LI ; Yan ZHANG
Journal of Chinese Physician 2020;22(11):1669-1672
Objective:To analyze the mental health status of men who have sex with men (MSM) population among acquired immunodeficiency syndrome (AIDS) patients.Methods:A face-to-face questionnaire survey was conducted to investigate the general information, symptom check list-90 (SCL-90) questionnaire and scale of 269 MSM patients with AIDS in the Eighth Hospital of Xi'an city from November 2015 to May 2016.Results:Among the 269 cases of MSM with human immunodeficiency virus (HIV)/AIDS, the majority were 20-40 years old, with higher education level, mostly unmarried and nonsingleton. The scores of each factor of SCL-90 were significantly higher than that of the norm, among which diet and sleep, interpersonal relationship, anxiety and depression were the most prominent; regression analysis showed that the main reason affecting the scores of each factor among AIDS patients was the low quality of life, and the patients with high education were more likely to have depression and anxiety.Conclusions:MSM has its own special characteristics among AIDS patients, and there are many psychological problems. Necessary psychological intervention measures should be given.
10.CRISPR/Cas9 knockout plin1 enhances lipolysis in 3T3-L1 adipocytes.
Chenyi FENG ; Xiang XU ; Weipeng DONG ; Zhaoyang CHEN ; Jiong YAN
Chinese Journal of Biotechnology 2020;36(7):1386-1394
We used CRISPR/Cas9 to delete plin1 of 3T3-L1 preadipocyte, to observe its effect on lipolysis in adipocytes and to explore regulatory pathways. We cultured 3T3-L1 preadipocytes, and the plin1 knockout vectors were transfected by electroporation. Puromycin culture was used to screen successfully transfected adipocytes, and survival rates were observed after transfection. The optimized "cocktail" method was used to differentiate 3T3-L1 preadipocytes. The glycerol and triglyceride contents were determined by enzymatic methods. The changes in lipid droplet form and size were observed by Oil red O staining. The protein expression of PLIN1, PPARγ, Fsp27, and lipases was measured by Western blotting. RT-PCR was used to measure the expression of PLIN1 and lipases mRNA. After the adipocytes in the control group were induced to differentiate, the quantity of tiny lipid droplets was decreased, and the quantity of unilocular lipid droplets was increased and arranged in a circle around the nucleus. Compared with the control group, the volume of unilocular lipid droplets decreased, and the quantity of tiny lipid droplets increased after induction of adipocytes in the knockout group. The expression of PLIN1 mRNA and protein in the adipocytes was significantly inhibited (P<0.05); glycerol levels increased significantly (0.098 4±0.007 6), TG levels decreased significantly (0.031 0±0.005 3); mRNA and protein expression of HSL and ATGL increased (P<0.05); PPARγ and Fsp27 expression unchanged in adipocytes. The above results indicate that the knockout of plin1 enhances the lipolysis of 3T3-L1 adipocytes by exposing lipids in lipid droplets and up-regulating lipases effects.
3T3-L1 Cells
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Adipocytes
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metabolism
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Animals
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CRISPR-Cas Systems
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Gene Knockout Techniques
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Lipase
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metabolism
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Lipolysis
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genetics
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Mice
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Perilipin-1
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genetics
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metabolism

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