1.A Personalized Brain-computer Interface Paradigm and Decoding Method for The Objective Evaluation of Auditory Frequency Difference Limen
Sheng-Ye LI ; Xiao-Lin XIAO ; Shi-Hang YU ; Bei-Bei ZHANG ; Xing-Wei AN ; Min-Peng XU ; Dong MING
Progress in Biochemistry and Biophysics 2026;53(7):1927-1941
ObjectiveThe frequency difference limen (FDL) serves as a fundamental metric utilized for effectively quantifying the precise perceptual capabilities of the central auditory system. However, traditional measurement methods rely heavily on the active behavioral responses of subjects and are consequently highly susceptible to the negative influence of confounding subjective factors. Furthermore, existing research paradigms frequently employ uniform stimulus configurations that overlook critical individual perceptual differences. Based on brain-computer interface (BCI) technology, this comprehensive study aims to establish an objective and quantitative evaluation method for auditory frequency discrimination by systematically analyzing and decoding the specific neural responses elicited at the exact threshold state. MethodsWe designed a personalized rapid serial auditory presentation (RSAP) paradigm customized based on each individual’s precise FDL. A cohort of eleven healthy participants was recruited to evaluate the paradigm using pure-tone sequences at a baseline frequency of 4 000 Hz. This experimental paradigm simulates a realistic auditory perception environment through the continuous presentation of acoustic stimuli, thereby allowing for an in-depth investigation into the specific neural representations evoked by weak frequency deviations at the threshold state. Given that auditory stimulus-evoked response features exhibit complex and differentiated spatiotemporal distribution patterns across multiple frequency domains, this study further deeply integrates the cross-scale feature interaction module with the dynamic spatiotemporal attention allocation strategy, innovatively proposing the Multi-Scale Spatial-Temporal Dual Attention Network (MS-STAMNet). Specifically, the network constructs parallel processing branches with multiple receptive fields and introduces a dynamic adaptive weighting strategy to precisely localize core neural activity signals, further deeply integrating multi-scale information through cross-branch feature information interaction to achieve robust single-trial decoding of weak auditory evoked responses. ResultsThe comprehensive electrophysiological data analysis demonstrated that subtle auditory frequency deviation stimuli presented at the threshold level successfully elicited pronounced N2 and P3 event-related potential features, reflecting pre-attentive mismatch detection and subsequent cognitive evaluation, which were prominently distributed over the frontal, central, and temporal regions of the scalp. In the complex time-frequency domain, the extracted neural response characteristics exhibited distinct, statistically significant event-related synchronization within both the low-frequency δ and θ frequency bands, which was simultaneously accompanied by a widespread, prominent event-related desynchronization within the higher α band. A comparative analysis of model performance demonstrated that MS-STAMNet achieved an average unweighted average recall (UAR) of (69.67±6.12)% and area under the curve (AUC) of 0.761 8±0.07, significantly outperforming the established baseline models such as EEGNet and PLNet. Furthermore, a distinct dissociation phenomenon was verified between neural decoding and behavioral performance through regression analysis (R2=0.016, P=0.709), indicating that this model can effectively capture the implicit features of subtle frequency deviations, even when they fail to trigger explicit conscious responses. Additionally, attention weight visualization analysis further reveals the highly accurate focus of the network on key features concentrated over the bilateral temporal and fronto-parietal regions. ConclusionThis study systematically and comprehensively uncovers the multi-dimensional spatiotemporal evolutionary patterns of complex neural responses processing subtle acoustic variations under long-sequence threshold auditory stimulation. Concurrently, it verifies the efficacy and robustness of the proposed MS-STAMNet architecture in accurately deciphering weak, single-trial electroencephalogram signals amidst complex background noise. Ultimately, these neurophysiological and algorithmic findings lay a solid theoretical and methodological foundation for the objective and quantitative evaluation of individual auditory cognitive capabilities in clinical applications, transcending the fundamental limitations of traditional behavioral paradigms and providing robust technical support for future auditory research and related clinical assessments.
2.Study on the effect and mechanism of magnolol derivative on cisplatin-induced acute kidney injury
Rui SHI ; Haochen XU ; Jie PENG ; Wanghui LIN ; Xulei WANG ; Wei WEI ; Chun WANG ; Bingfa XU
Acta Universitatis Medicinalis Anhui 2026;61(6):1103-1110
ObjectiveTo investigate the protective effect of magnolol ester derivative YW against cisplatin (Cis)-induced acute kidney injury (AKI) and to explore its effect and preliminary mechanisms on Cis-induced AKI. MethodsThe research group designed and synthesized the magnolol ester derivative YW using magnolol as the parent core. Molecular docking was employed to predict the binding interaction between YW and lysine acetyltransferase 7 (KAT7). A Cis-induced AKI model was established in C57BL/6J mice. Mice were divided into the normal control group, model group, YW low/medium/high dose groups (17.5, 35, 70 mg/kg), and the positive control amifostine group. Renal function was assessed by measuring serum creatinine (Scr) and blood urea nitrogen (BUN) levels. Pathological changes were evaluated via HE staining and scoring of kidney tissues. Protein expression levels of kidney injury molecule 1 (KIM-1), lysine acetyltransferase 7 (KAT7), and cyclin-dependent kinase inhibitor 1A (p21) in kidney tissues were detected by Western blot (WB). HK-2 cells were treated with different concentrations of YW; cell viability was measured by CCK-8 assay. WB was used to detect the expression levels of the renal injury marker KIM-1, KAT7, and its downstream protein p21. Cellular senescence was assessed by senescence-associated β-galactosidase (SA-β-Gal) staining. ResultsYW could stably bind to KAT7. In vivo experiments showed that, compared with the model group, all YW dose groups, especially the medium and high doses, significantly reduced the elevated levels of Scr and BUN in AKI mice (P<0.001) and effectively ameliorated renal histopathological damage. YW significantly downregulated the protein expression levels of KIM-1, KAT7, and p21 in kidney tissues (P<0.05). Concentrations of YW≤10 μmol/L had no significant effect on HK-2 cell viability. YW inhibited the Cis-induced decline in HK-2 cell viability (P<0.05), suppressed the Cis-induced upregulation of KIM-1, KAT7, and p21 proteins (P<0.05), and significantly decreased the percentage of SA-β-Gal-positive cells (P<0.01). ConclusionYW suppresses the expression of KAT7 and p21 proteins and inhibits the decline in HK-2 cell viability in cisplatin-induced AKI, significantly mitigates HK-2 cell senescence, and improves renal function, providing preliminary experimental evidence for developing AKI treatment strategies based on structural optimization of natural products.
3.Establishment of competitive chemiluminescence method for detection of African swine fever virus p30 antibody
Shenghui WEN ; Junjun SHAO ; Shandian GAO ; Decai PENG ; Huiyun CHANG ; Jiafeng DING ; Wei LIU ; Mingxian SHI
Chinese Journal of Veterinary Science 2025;45(1):1-7
African swine fever(ASF)is an acute,febrile,and highly fatal disease caused by African swine fever virus(ASFV)in pigs.Given the current lack of commercial vaccines and the continu-ous evolution of ASFV in recent years,the emergence of moderately virulent genotype Ⅱ strains and the introduction of genotype Ⅰ attenuated strains have led to persistent and chronic infections in pigs.Therefore,the detection of specific antibodies against ASFV has become imperative.In this study,we established a competitive chemiluminescence immunoassay(p30-cCLIA)for detecting ASFV p30 antibodies using p30 monoclonal antibodies.By detecting sera with clear negative and positive backgrounds,we determined that the Cut-off value of this method was 50%,with both di-agnostic sensitivity(Dsn)and diagnostic specificity(Dsp)reaching 100%.Under optimal reaction conditions,we screened out an enzyme-labeled stabilizer suitable for p30 monoclonal antibody 16-5E7E8-HRP.Furthermore,the sensitivity of the established p30-cCLIA method was higher than that of the commercial blocking ELISA kit(1∶2 048 vs 1∶512)and exhibited good repeatability.Detection of sera positive for other porcine virus infections showed no cross-reactivity.The estab-lishment of this method provides a powerful tool for early diagnosis of ASF.
4.Association between cardiovascular health score based on life's essential 8 on cognitive function in older adults
Jing PENG ; Mingqing WEI ; Jingnian NI ; Ting LI ; Jing SHI ; Jinzhou TIAN
Chinese Journal of Arteriosclerosis 2025;33(1):51-57
Aim To investigate the association between cardiovascular health(CVH)score based on life's es-sential 8(LE8)on cognitive function and the mediation role of neutrophil-to-lymphocyte ratio(NLR)between them in ol-der adults,providing basis for the prevention and control of cognitive impairment.Methods The study population was selected from the National Health and Nutrition Examination Survey(NHANES)2011-2014 two cycles of 60 years and a-bove,demographic characteristics,medical history and other variables were collected,the participants'CVH scores were calculated according to LE8 defined by American Heart Association,and cognitive function was assessed using the digit symbol substitution test.The relationship between CVH and cognitive function was explored using a weighted linear re-gression analysis,and the dose-response relationship was analyzed using a restricted cubic spline.Moreover,mediation a-nalysis was used to explore the role of NLR in mediating the relationship between CVH score and cognitive function.Results A total of 2 510 participants were included in this study.After adjusting for relevant factors,cognitive function was positively associated with moderate CVH group score(β=3.36,95%CI:1.43~5.30)and high CVH group score(β=6.01,95%CI:2.89~9.13)compared with the low CVH group score.The LE8 single factor of diet score(β=0.04,95%CI:0.01~0.06),physical activity score(β=0.04,95%CI:0.02~0.05),tobacco exposure score(β=0.05,95%CI:0.02~0.08),blood pressure score(β=0.03,95%CI:0.01~0.05)and blood glucose score(β=0.06,95%CI:0.03~0.09)were positively correlated with cognitive function score.The results of restricted cubic splines showed that the score of CVH was linear positively correlated with the score of cognitive function.The indirect effect of CVH on cognitive function via NLR was 0.002(P>0.05),and the proportion of mediating effect was 1.29%(P>0.05),indicating the mediating effect of NLR on the relationship between CVH score and cognitive function was not signif-icant.Conclusions The CVH score based on the LE8 was positively correlated with cognitive function in older adults,underscoring the crucial role of maintaining optimal CVH levels in supporting cognitive health.However,the NLR,as an indicator of inflammation,did not exhibit a significant mediating effect between the CVH score and cognitive function.The relationship between these variables might be influenced by other mechanisms.
5.Analysis of the Influencing Factors and Short-Term Prognosis of Early Onset Coronary Heart Disease in Women in Wansheng District of Chongqing
Xiu-ping LOU ; Shi-cai LAN ; Hai-na FAN ; Yan WANG ; Sheng ZHANG ; Nong-hao WEN ; Rui-peng WEI
Progress in Modern Biomedicine 2025;25(20):3247-3253
Objective:To explore the incidence status,influencing factors and short-term prognosis characteristics of early onset coronary heart disease in women in Wansheng District of Chongqing,and to provide scientific basis for formulating regional prevention and treatment strategies.Methods:This study was a single-center retrospective study,100 coronary heart disease in women from January 2022 to December 2023 at Chongqing Wansheng Economic and Technological Development Zone People's Hospital were prospective selected,and they were divided into early onset group of 40 cases(≤ 65 years old)and late onset group of 60 cases(>65 years old)based on their age of onset.Another 60 healthy women who underwent physical examinations during the same period to exclude coronary heart disease were selected as the control group.Univariate factor and multiple factor logistic regression analysis were used to identify independent risk factors for early onset coronary heart disease in women.Draw receiver operating characteristic(ROC)curve for the subjects,the efficacy of risk factors in predicting early onset coronary heart disease based on the area under the curve(AUC)of ROC curve were evaluated.Patients were followed up for 1 year to observe the occurrence of major adverse cardiovascular events(MACE).Result:Among 100 fcoronary heart disease in women,the early onset group accounted for 40.00%(40/100).Univariate analysis showed that age,hyperlipidemia history,smoking history,hypertension history,family history,diabetes history,total cholesterol(TC),low-density lipoprotein cholesterol(LDL-C)were related to the early onset coronary heart disease.Multivariate analysis showed that,hyperlipidemia history(OR=4.124,95%CI:2.343-7.217),smoking history(OR=3.564),hypertension(OR=3.253),family history(OR=2.981),diabetes history(OR=2.873)were independent risk factors.ROC curve analysis results showed that joint evaluation had the best predictive value,with AUC of 0.829,which was higher than the AUC of individual evaluation for each factor.The incidence of MACE in the early onset group(45.00%)was significantly higher than that in the late onset group(P<0.05).Conclusion:Early onset coronary heart disease in women in Wansheng District of Chongqing is related to the hyperlipidemia history,smoking,hypertension history,family history and diabetes history.The incidence of MACE in early-onset patients followed up for 1 year is higher than that in late-onset patients.
6.Analysis of the Influencing Factors and Short-Term Prognosis of Early Onset Coronary Heart Disease in Women in Wansheng District of Chongqing
Xiu-ping LOU ; Shi-cai LAN ; Hai-na FAN ; Yan WANG ; Sheng ZHANG ; Nong-hao WEN ; Rui-peng WEI
Progress in Modern Biomedicine 2025;25(20):3247-3253
Objective:To explore the incidence status,influencing factors and short-term prognosis characteristics of early onset coronary heart disease in women in Wansheng District of Chongqing,and to provide scientific basis for formulating regional prevention and treatment strategies.Methods:This study was a single-center retrospective study,100 coronary heart disease in women from January 2022 to December 2023 at Chongqing Wansheng Economic and Technological Development Zone People's Hospital were prospective selected,and they were divided into early onset group of 40 cases(≤ 65 years old)and late onset group of 60 cases(>65 years old)based on their age of onset.Another 60 healthy women who underwent physical examinations during the same period to exclude coronary heart disease were selected as the control group.Univariate factor and multiple factor logistic regression analysis were used to identify independent risk factors for early onset coronary heart disease in women.Draw receiver operating characteristic(ROC)curve for the subjects,the efficacy of risk factors in predicting early onset coronary heart disease based on the area under the curve(AUC)of ROC curve were evaluated.Patients were followed up for 1 year to observe the occurrence of major adverse cardiovascular events(MACE).Result:Among 100 fcoronary heart disease in women,the early onset group accounted for 40.00%(40/100).Univariate analysis showed that age,hyperlipidemia history,smoking history,hypertension history,family history,diabetes history,total cholesterol(TC),low-density lipoprotein cholesterol(LDL-C)were related to the early onset coronary heart disease.Multivariate analysis showed that,hyperlipidemia history(OR=4.124,95%CI:2.343-7.217),smoking history(OR=3.564),hypertension(OR=3.253),family history(OR=2.981),diabetes history(OR=2.873)were independent risk factors.ROC curve analysis results showed that joint evaluation had the best predictive value,with AUC of 0.829,which was higher than the AUC of individual evaluation for each factor.The incidence of MACE in the early onset group(45.00%)was significantly higher than that in the late onset group(P<0.05).Conclusion:Early onset coronary heart disease in women in Wansheng District of Chongqing is related to the hyperlipidemia history,smoking,hypertension history,family history and diabetes history.The incidence of MACE in early-onset patients followed up for 1 year is higher than that in late-onset patients.
7.Clinical characteristics and genetic analysis of a novel CACNA1F gene variant associated with cone-rod dystrophy
Miao LI ; Haiying PENG ; He TANG ; Zhongqiang ZHOU ; Yuanmeng WEI ; Pingling SHI ; Yingjuan LIANG
Chinese Journal of Experimental Ophthalmology 2025;43(9):827-832
Objective:To identify the pathogenic gene in a family with cone-rod dystrophy (CRD).Methods:A pedigree study was conducted.Clinical data were collected from three generations of six people from a family with CRD who visited Henan Eye Hospital in December 2019, including one patient.After detailed collection of the patient's medical history, the proband and his family members underwent best-corrected visual acuity, slit-lamp microscope+ front-lens examination, optometry, non-mydriatic fundus photography, spectral-domain optical coherence tomography (SD-OCT), and full-field flash electroretinography (ff-ERG). Peripheral venous blood (5 ml) was collected from the proband, his parents and siblings, and the whole genome DNA was extracted.The proband's DNA was sequenced using whole exome sequencing.Hemizygous and potentially pathogenic mutations were verified by Sanger sequencing.Pathogenicity was assessed according to the American College of Medical Genetics and Genomics (ACMG) guidelines.Tools such as SpliceAI and dbscSNV were used to predict the impact of mutations on mRNA splicing.This study strictly followed the Declaration of Helsinki, and the study protocol was approved by the Ethics Committee of Henan Eye Hospital (No.HNEECKY-2019[15]). All subjects and guardians of minor subjects signed informed consent forms.Results:The proband (Ⅲ: 1), a 5-year-old boy, presented with recessive nystagmus in both eyes and a best corrected visual acuity of 0.2.Color vision examination revealed red-green color blindness without night blindness.SD-OCT showed the presence of neuroepithelial structures in both eyes, but the interdigitation zone was blurred in both eyes.ff-ERG showed a slight decrease in rod function and a moderate-severe decrease in cone function in the right eye, and a slight decrease in cone and rod function in the left eye.Gene sequencing results showed that the proband had the hemizygous splice site variant c. 1911-3C>A of the CACNA1F gene on the X chromosome.Sanger sequencing showed that neither his mother nor his younger sister carried the variant, suggesting it was novel.This variant site was not recorded in the normal population database (PM2). Bioinformatics tools SpliceAI and dbscSNV consistently predicted that this variation affects on splicing.According to the ACMG guidelines, this variation is pathogenic. Conclusions:A novel variant c. 1911-3C>A in the CACNA1F gene was found in a family with CRD, and this variant may be a pathogenic variant site in this CRD family.This discovery expands the spectrum of pathogenic variations in CRD.
8.Correlation between different low-density lipoprotein cholesterol target levels and prognosis on the application of Evolocumab in patients post-percutaneous coronary intervention
Ze ZHENG ; Peng YUAN ; Han-wei DAN ; Huan-yu JING ; Shi-ying LI ; Yu-chen SHI
Chinese Journal of Interventional Cardiology 2025;33(10):553-560
Objective This study explores the clinical correlation between different low-density lipoprotein cholesterol(LDL-C)levels and prognosis,providing evidence-based guidance for the development of personalized lipid-lowering goals.Methods Patients who underwent elective percutaneous coronary intervention(PCI)treatment at Beijing Anzhen Hospital from January 2020 to June 2023 and received lipid-lowering therapy with the addition of Evolocumab were selected.Based on the results of blood lipid rechecks 3 to 6 months after surgery,the patients were divided into five groups:low-density lipoprotein<0.5 mmol/L,0.5 to<1.0 mmol/L,1.0 to<1.4 mmol/L,1.4 to<1.8 mmol/L,and above 1.8 mmol/L.All patients were followed up for more than one year,and clinical conditions and major adverse cardiovascular events(MACE)were recorded.Results A total of 1 106 patients undergoing PCI were enrolled;after propensity score matching and exclusion of patients lost to follow up,550 remained(110 per group).During 12 months of follow-up,58 patients(10.5%)experienced a MACE,with incidence rising step-wise across LDL-C categories.In multivariable Cox models adjusted for age,sex,diabetes,hypertension,baseline LDL-C,follow-up LDL-C,estimated glomerular filtration rate(eGFR),and left ventricular ejection fraction,the hazard ratios[HR(95%CI)]for MACE,relative to the<0.5 mmol/L group,were 1.810(0.507-6.454,P=0.361),3.036(0.945-9.749,P=0.062),5.228(1.737-15.735,P=0.003),7.708(2.633-22.565,P<0.001)for LDL-C levels of 0.5 to<1.0,1.0 to<1.4,1.4 to<1.8 and≥ 1.8 mmol/L,respectively.A restricted cubic spline model demonstrated a significant non-linear positive association between LDL-C and MACE(P-overall≤0.001;P-non-linear=0.008).Stratified analyses by age,sex,hypertension and diabetes showed consistent HR with no significant interactions(all P>0.05).There were no statistically significant differences among the groups in the incidence of bleeding events,elevated creatinine levels,or abnormal liver function(all P>0.05).Conclusions In patients using PCSK9 after PCI,there is a significant positive correlation between LDL-C levels and the risk of MACE,and no correlation was observed between different LDL-C levels and the risk of adverse events such as bleeding.
9.Prediction of Tumor-Infiltrating CD8+T-Cell Expression in Glioblastoma Based on MRI Radiomics
Caiqiang XUE ; Xiaoai KE ; Qing ZHOU ; Ying WEI ; Feng SHI ; Bin ZHANG ; Peng ZHANG ; Hong LIU ; Junlin ZHOU
Chinese Journal of Medical Imaging 2025;33(10):1085-1091
Purpose To evaluate the value of preoperative MRI-based radiomic models for assessing tumor-infiltrating CD8+T-cell expression in glioblastoma patients,and to identify the most stable and efficient radiomic feature region for predicting prognosis following immunotherapy.Materials and Methods This retrospective study included 150 patients with histopathologically confirmed glioblastoma from Lanzhou University Second Hospital(January 2018 to April 2022).Tumor-infiltrating CD8+T-cell expression was quantitatively assessed using immunohistochemical staining,with patients stratified into CD8-high and CD8-low expression groups based on overall survival.A total of 1 185 radiomic features were extracted from each patient's contrast-enhanced T1C and T2WI images,covering the original tumor region and sequentially expanded peritumoral regions(2.5 mm,5.0 mm,7.5 mm,10.0 mm,12.5 mm,15.0 mm morphological dilation of tumor core+peritumoral area).Feature selection was performed using variance threshold,minimum redundancy maximum relevance,and least absolute shrinkage and selection operator methods.XGBoost classifier was employed to construct clinical,radiomic,and clinical-radiomic multimodal combined prediction models.Diagnostic performance was evaluated using receiver operating characteristic curve analysis.Results The radiomic model based on tumor expansion of 7.5 mm(tumor+peritumoral region)demonstrated optimal predictive performance.The clinical-radiomic multimodal combined model showed superior predictive capability compared to clinical and radiomic models alone,achieving an area under the curve of 0.991 and accuracy of 99.0%in the training set,and area under the curve of 0.840 with accuracy of 80.0%in the validation set.Conclusion MRI radiomics provides a feasible approach for evaluating tumor-infiltrating CD8+T-cell expression in glioblastoma patients,offering potential for preoperative prognosis prediction.
10.Clinical characteristics and genetic analysis of a novel CACNA1F gene variant associated with cone-rod dystrophy
Miao LI ; Haiying PENG ; He TANG ; Zhongqiang ZHOU ; Yuanmeng WEI ; Pingling SHI ; Yingjuan LIANG
Chinese Journal of Experimental Ophthalmology 2025;43(9):827-832
Objective:To identify the pathogenic gene in a family with cone-rod dystrophy (CRD).Methods:A pedigree study was conducted.Clinical data were collected from three generations of six people from a family with CRD who visited Henan Eye Hospital in December 2019, including one patient.After detailed collection of the patient's medical history, the proband and his family members underwent best-corrected visual acuity, slit-lamp microscope+ front-lens examination, optometry, non-mydriatic fundus photography, spectral-domain optical coherence tomography (SD-OCT), and full-field flash electroretinography (ff-ERG). Peripheral venous blood (5 ml) was collected from the proband, his parents and siblings, and the whole genome DNA was extracted.The proband's DNA was sequenced using whole exome sequencing.Hemizygous and potentially pathogenic mutations were verified by Sanger sequencing.Pathogenicity was assessed according to the American College of Medical Genetics and Genomics (ACMG) guidelines.Tools such as SpliceAI and dbscSNV were used to predict the impact of mutations on mRNA splicing.This study strictly followed the Declaration of Helsinki, and the study protocol was approved by the Ethics Committee of Henan Eye Hospital (No.HNEECKY-2019[15]). All subjects and guardians of minor subjects signed informed consent forms.Results:The proband (Ⅲ: 1), a 5-year-old boy, presented with recessive nystagmus in both eyes and a best corrected visual acuity of 0.2.Color vision examination revealed red-green color blindness without night blindness.SD-OCT showed the presence of neuroepithelial structures in both eyes, but the interdigitation zone was blurred in both eyes.ff-ERG showed a slight decrease in rod function and a moderate-severe decrease in cone function in the right eye, and a slight decrease in cone and rod function in the left eye.Gene sequencing results showed that the proband had the hemizygous splice site variant c. 1911-3C>A of the CACNA1F gene on the X chromosome.Sanger sequencing showed that neither his mother nor his younger sister carried the variant, suggesting it was novel.This variant site was not recorded in the normal population database (PM2). Bioinformatics tools SpliceAI and dbscSNV consistently predicted that this variation affects on splicing.According to the ACMG guidelines, this variation is pathogenic. Conclusions:A novel variant c. 1911-3C>A in the CACNA1F gene was found in a family with CRD, and this variant may be a pathogenic variant site in this CRD family.This discovery expands the spectrum of pathogenic variations in CRD.

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