OBJECTIVE To investigate the levels of procalcitonin(PCT),platelet-to-lymphocyte ratio(PLR),neu-trophil-to-lymphocyte ratio(NLR),white blood cell count(WBC)and serum amyloid A(SAA)in newborns with bloodstream infection,and their diagnostic value for early diagnosis of bloodstream infection in newborns.METHODS A total of 100 neonates with positive blood culture results from Jan.2021 to Jan.2024 at Taizhou Hos-pital of Zhejiang Province were selected.These cases were divided into three groups based on the type of pathogen:74 cases in the gram-negative bacterial group,19 cases in the gram-positive bacterial group,and 7 cases in the fungal group.Additionally,100 neonates with negative blood culture results during the same period were selected as the control group.By comparing the levels of PCT,PLR,NLR,WBC and SAA in the blood of newborns infec-ted with different pathogens,the diagnostic value of various indicators on the receiver operating characteristic(ROC)curve for diagnosis of bloodstream infection in newborns was evaluated.RESULTS Among 100 newborns with positive blood cultures,74 strains of gram-negative bacteria,19 strains of gram-positive bacteria,and 7 strains of fungi were identified.The levels of PCT,PLR,NLR,WBC and SAA in the gram-positive,gram-negative and fungal groups were all higher than those in the control group(P＜0.05).The ROC curve re-sults showed that the diagnostic efficacy of the combination of PCT,PLR,NLR,WBC and SAA for gram-nega-tive and gram-positive bloodstream infections was superior to that of each individual indicator(P＜0.05),with ar-ea under the curve(AUC)of 0.982 and 0.969,respectively.CONCLUSION PCT,PLR,NLR,WBC and SAA can serve as effective biomarkers for the early diagnosis of bloodstream infection in newborns,aiding in the rapid and accurate identification of the type of infection.

OBJECTIVE To investigate the levels of procalcitonin(PCT),platelet-to-lymphocyte ratio(PLR),neu-trophil-to-lymphocyte ratio(NLR),white blood cell count(WBC)and serum amyloid A(SAA)in newborns with bloodstream infection,and their diagnostic value for early diagnosis of bloodstream infection in newborns.METHODS A total of 100 neonates with positive blood culture results from Jan.2021 to Jan.2024 at Taizhou Hos-pital of Zhejiang Province were selected.These cases were divided into three groups based on the type of pathogen:74 cases in the gram-negative bacterial group,19 cases in the gram-positive bacterial group,and 7 cases in the fungal group.Additionally,100 neonates with negative blood culture results during the same period were selected as the control group.By comparing the levels of PCT,PLR,NLR,WBC and SAA in the blood of newborns infec-ted with different pathogens,the diagnostic value of various indicators on the receiver operating characteristic(ROC)curve for diagnosis of bloodstream infection in newborns was evaluated.RESULTS Among 100 newborns with positive blood cultures,74 strains of gram-negative bacteria,19 strains of gram-positive bacteria,and 7 strains of fungi were identified.The levels of PCT,PLR,NLR,WBC and SAA in the gram-positive,gram-negative and fungal groups were all higher than those in the control group(P＜0.05).The ROC curve re-sults showed that the diagnostic efficacy of the combination of PCT,PLR,NLR,WBC and SAA for gram-nega-tive and gram-positive bloodstream infections was superior to that of each individual indicator(P＜0.05),with ar-ea under the curve(AUC)of 0.982 and 0.969,respectively.CONCLUSION PCT,PLR,NLR,WBC and SAA can serve as effective biomarkers for the early diagnosis of bloodstream infection in newborns,aiding in the rapid and accurate identification of the type of infection.

Objective:To explore the etiological rules of multifactorial refractory infertility patients by association analysis.Methods:A total of 283 patients with refractory infertility met the inclusion criteria from January 2019 to December 2021 in Nanping People's Hospital Affiliated to Fujian University of Traditional Chinese Medicine,were analyzed retrospectively.Using the Apriori algorithm,association rule analysis was performed on 7 etiological fac-tors:fallopian tube obstruction(FTO),intrauterine adhesions(IUA),ovarian dysfunction[diminished ovarian re-serve(DOR),premature ovarian insufficiency(POI)],polycystic ovary syndrome(PCOS),endometriosis(EMT),adenomyosis(AM)and thin endometrium(TE).Further stratified analysis was performed to assess the combina-tions of causes based on the severity of 4 major factors(EMT,FTO,IUA and DOR/POI).Results:①Among 283 patients,EMT(59.0%)and FTO(50.5%)were identified as the most frequent etiological factors,significantly more prevalent than the other causes(P=0.0000,P＜α').②The 5 most common etiological combinations were:FTO with EMT,PCOS with EMT,AM with FTO,DOR/POI with EMT,and AM with EMT.③After stratified analysis,it was found that the following combination of causes was ranked in the top three:with EMT stages I-IV being highly associated with FTO;the degree of merger between low stage with PCOS is high,while the degree of merger be-tween high stage with AM and DOR/POI is high.Different degrees of IUA are highly associated with EMT,FTO and DOR/POI,while severe IUA also being highly associated with TE.Both unilateral and bilateral FTO have a high degree of merger with EMT and AM.DOR and POI have a high degree of merger with EMT,FTO and AM.Conclusions:EMT and FTO are the main causes of refractory infertility.There are correlations among the causes combinations.The etiological factors combined with different stages of endometriosis are also different.These findings underscore the importance of a comprehensive diagnostic framework to address multifactorial etiologies and reduce missed diagnoses.

Objective:To explore the etiological rules of multifactorial refractory infertility patients by association analysis.Methods:A total of 283 patients with refractory infertility met the inclusion criteria from January 2019 to December 2021 in Nanping People's Hospital Affiliated to Fujian University of Traditional Chinese Medicine,were analyzed retrospectively.Using the Apriori algorithm,association rule analysis was performed on 7 etiological fac-tors:fallopian tube obstruction(FTO),intrauterine adhesions(IUA),ovarian dysfunction[diminished ovarian re-serve(DOR),premature ovarian insufficiency(POI)],polycystic ovary syndrome(PCOS),endometriosis(EMT),adenomyosis(AM)and thin endometrium(TE).Further stratified analysis was performed to assess the combina-tions of causes based on the severity of 4 major factors(EMT,FTO,IUA and DOR/POI).Results:①Among 283 patients,EMT(59.0%)and FTO(50.5%)were identified as the most frequent etiological factors,significantly more prevalent than the other causes(P=0.0000,P＜α').②The 5 most common etiological combinations were:FTO with EMT,PCOS with EMT,AM with FTO,DOR/POI with EMT,and AM with EMT.③After stratified analysis,it was found that the following combination of causes was ranked in the top three:with EMT stages I-IV being highly associated with FTO;the degree of merger between low stage with PCOS is high,while the degree of merger be-tween high stage with AM and DOR/POI is high.Different degrees of IUA are highly associated with EMT,FTO and DOR/POI,while severe IUA also being highly associated with TE.Both unilateral and bilateral FTO have a high degree of merger with EMT and AM.DOR and POI have a high degree of merger with EMT,FTO and AM.Conclusions:EMT and FTO are the main causes of refractory infertility.There are correlations among the causes combinations.The etiological factors combined with different stages of endometriosis are also different.These findings underscore the importance of a comprehensive diagnostic framework to address multifactorial etiologies and reduce missed diagnoses.

Objective:To explore the etiological rules of multifactorial refractory infertility patients by association analysis.Methods:A total of 283 patients with refractory infertility met the inclusion criteria from January 2019 to December 2021 in Nanping People's Hospital Affiliated to Fujian University of Traditional Chinese Medicine,were analyzed retrospectively.Using the Apriori algorithm,association rule analysis was performed on 7 etiological fac-tors:fallopian tube obstruction(FTO),intrauterine adhesions(IUA),ovarian dysfunction[diminished ovarian re-serve(DOR),premature ovarian insufficiency(POI)],polycystic ovary syndrome(PCOS),endometriosis(EMT),adenomyosis(AM)and thin endometrium(TE).Further stratified analysis was performed to assess the combina-tions of causes based on the severity of 4 major factors(EMT,FTO,IUA and DOR/POI).Results:①Among 283 patients,EMT(59.0%)and FTO(50.5%)were identified as the most frequent etiological factors,significantly more prevalent than the other causes(P=0.0000,P＜α').②The 5 most common etiological combinations were:FTO with EMT,PCOS with EMT,AM with FTO,DOR/POI with EMT,and AM with EMT.③After stratified analysis,it was found that the following combination of causes was ranked in the top three:with EMT stages I-IV being highly associated with FTO;the degree of merger between low stage with PCOS is high,while the degree of merger be-tween high stage with AM and DOR/POI is high.Different degrees of IUA are highly associated with EMT,FTO and DOR/POI,while severe IUA also being highly associated with TE.Both unilateral and bilateral FTO have a high degree of merger with EMT and AM.DOR and POI have a high degree of merger with EMT,FTO and AM.Conclusions:EMT and FTO are the main causes of refractory infertility.There are correlations among the causes combinations.The etiological factors combined with different stages of endometriosis are also different.These findings underscore the importance of a comprehensive diagnostic framework to address multifactorial etiologies and reduce missed diagnoses.

Objective:To explore the etiological rules of multifactorial refractory infertility patients by association analysis.Methods:A total of 283 patients with refractory infertility met the inclusion criteria from January 2019 to December 2021 in Nanping People's Hospital Affiliated to Fujian University of Traditional Chinese Medicine,were analyzed retrospectively.Using the Apriori algorithm,association rule analysis was performed on 7 etiological fac-tors:fallopian tube obstruction(FTO),intrauterine adhesions(IUA),ovarian dysfunction[diminished ovarian re-serve(DOR),premature ovarian insufficiency(POI)],polycystic ovary syndrome(PCOS),endometriosis(EMT),adenomyosis(AM)and thin endometrium(TE).Further stratified analysis was performed to assess the combina-tions of causes based on the severity of 4 major factors(EMT,FTO,IUA and DOR/POI).Results:①Among 283 patients,EMT(59.0%)and FTO(50.5%)were identified as the most frequent etiological factors,significantly more prevalent than the other causes(P=0.0000,P＜α').②The 5 most common etiological combinations were:FTO with EMT,PCOS with EMT,AM with FTO,DOR/POI with EMT,and AM with EMT.③After stratified analysis,it was found that the following combination of causes was ranked in the top three:with EMT stages I-IV being highly associated with FTO;the degree of merger between low stage with PCOS is high,while the degree of merger be-tween high stage with AM and DOR/POI is high.Different degrees of IUA are highly associated with EMT,FTO and DOR/POI,while severe IUA also being highly associated with TE.Both unilateral and bilateral FTO have a high degree of merger with EMT and AM.DOR and POI have a high degree of merger with EMT,FTO and AM.Conclusions:EMT and FTO are the main causes of refractory infertility.There are correlations among the causes combinations.The etiological factors combined with different stages of endometriosis are also different.These findings underscore the importance of a comprehensive diagnostic framework to address multifactorial etiologies and reduce missed diagnoses.

Objective:To explore the etiological rules of multifactorial refractory infertility patients by association analysis.Methods:A total of 283 patients with refractory infertility met the inclusion criteria from January 2019 to December 2021 in Nanping People's Hospital Affiliated to Fujian University of Traditional Chinese Medicine,were analyzed retrospectively.Using the Apriori algorithm,association rule analysis was performed on 7 etiological fac-tors:fallopian tube obstruction(FTO),intrauterine adhesions(IUA),ovarian dysfunction[diminished ovarian re-serve(DOR),premature ovarian insufficiency(POI)],polycystic ovary syndrome(PCOS),endometriosis(EMT),adenomyosis(AM)and thin endometrium(TE).Further stratified analysis was performed to assess the combina-tions of causes based on the severity of 4 major factors(EMT,FTO,IUA and DOR/POI).Results:①Among 283 patients,EMT(59.0%)and FTO(50.5%)were identified as the most frequent etiological factors,significantly more prevalent than the other causes(P=0.0000,P＜α').②The 5 most common etiological combinations were:FTO with EMT,PCOS with EMT,AM with FTO,DOR/POI with EMT,and AM with EMT.③After stratified analysis,it was found that the following combination of causes was ranked in the top three:with EMT stages I-IV being highly associated with FTO;the degree of merger between low stage with PCOS is high,while the degree of merger be-tween high stage with AM and DOR/POI is high.Different degrees of IUA are highly associated with EMT,FTO and DOR/POI,while severe IUA also being highly associated with TE.Both unilateral and bilateral FTO have a high degree of merger with EMT and AM.DOR and POI have a high degree of merger with EMT,FTO and AM.Conclusions:EMT and FTO are the main causes of refractory infertility.There are correlations among the causes combinations.The etiological factors combined with different stages of endometriosis are also different.These findings underscore the importance of a comprehensive diagnostic framework to address multifactorial etiologies and reduce missed diagnoses.

Objective:To explore the etiological rules of multifactorial refractory infertility patients by association analysis.Methods:A total of 283 patients with refractory infertility met the inclusion criteria from January 2019 to December 2021 in Nanping People's Hospital Affiliated to Fujian University of Traditional Chinese Medicine,were analyzed retrospectively.Using the Apriori algorithm,association rule analysis was performed on 7 etiological fac-tors:fallopian tube obstruction(FTO),intrauterine adhesions(IUA),ovarian dysfunction[diminished ovarian re-serve(DOR),premature ovarian insufficiency(POI)],polycystic ovary syndrome(PCOS),endometriosis(EMT),adenomyosis(AM)and thin endometrium(TE).Further stratified analysis was performed to assess the combina-tions of causes based on the severity of 4 major factors(EMT,FTO,IUA and DOR/POI).Results:①Among 283 patients,EMT(59.0%)and FTO(50.5%)were identified as the most frequent etiological factors,significantly more prevalent than the other causes(P=0.0000,P＜α').②The 5 most common etiological combinations were:FTO with EMT,PCOS with EMT,AM with FTO,DOR/POI with EMT,and AM with EMT.③After stratified analysis,it was found that the following combination of causes was ranked in the top three:with EMT stages I-IV being highly associated with FTO;the degree of merger between low stage with PCOS is high,while the degree of merger be-tween high stage with AM and DOR/POI is high.Different degrees of IUA are highly associated with EMT,FTO and DOR/POI,while severe IUA also being highly associated with TE.Both unilateral and bilateral FTO have a high degree of merger with EMT and AM.DOR and POI have a high degree of merger with EMT,FTO and AM.Conclusions:EMT and FTO are the main causes of refractory infertility.There are correlations among the causes combinations.The etiological factors combined with different stages of endometriosis are also different.These findings underscore the importance of a comprehensive diagnostic framework to address multifactorial etiologies and reduce missed diagnoses.

Objective:To explore the etiological rules of multifactorial refractory infertility patients by association analysis.Methods:A total of 283 patients with refractory infertility met the inclusion criteria from January 2019 to December 2021 in Nanping People's Hospital Affiliated to Fujian University of Traditional Chinese Medicine,were analyzed retrospectively.Using the Apriori algorithm,association rule analysis was performed on 7 etiological fac-tors:fallopian tube obstruction(FTO),intrauterine adhesions(IUA),ovarian dysfunction[diminished ovarian re-serve(DOR),premature ovarian insufficiency(POI)],polycystic ovary syndrome(PCOS),endometriosis(EMT),adenomyosis(AM)and thin endometrium(TE).Further stratified analysis was performed to assess the combina-tions of causes based on the severity of 4 major factors(EMT,FTO,IUA and DOR/POI).Results:①Among 283 patients,EMT(59.0%)and FTO(50.5%)were identified as the most frequent etiological factors,significantly more prevalent than the other causes(P=0.0000,P＜α').②The 5 most common etiological combinations were:FTO with EMT,PCOS with EMT,AM with FTO,DOR/POI with EMT,and AM with EMT.③After stratified analysis,it was found that the following combination of causes was ranked in the top three:with EMT stages I-IV being highly associated with FTO;the degree of merger between low stage with PCOS is high,while the degree of merger be-tween high stage with AM and DOR/POI is high.Different degrees of IUA are highly associated with EMT,FTO and DOR/POI,while severe IUA also being highly associated with TE.Both unilateral and bilateral FTO have a high degree of merger with EMT and AM.DOR and POI have a high degree of merger with EMT,FTO and AM.Conclusions:EMT and FTO are the main causes of refractory infertility.There are correlations among the causes combinations.The etiological factors combined with different stages of endometriosis are also different.These findings underscore the importance of a comprehensive diagnostic framework to address multifactorial etiologies and reduce missed diagnoses.

Objective:To explore the etiological rules of multifactorial refractory infertility patients by association analysis.Methods:A total of 283 patients with refractory infertility met the inclusion criteria from January 2019 to December 2021 in Nanping People's Hospital Affiliated to Fujian University of Traditional Chinese Medicine,were analyzed retrospectively.Using the Apriori algorithm,association rule analysis was performed on 7 etiological fac-tors:fallopian tube obstruction(FTO),intrauterine adhesions(IUA),ovarian dysfunction[diminished ovarian re-serve(DOR),premature ovarian insufficiency(POI)],polycystic ovary syndrome(PCOS),endometriosis(EMT),adenomyosis(AM)and thin endometrium(TE).Further stratified analysis was performed to assess the combina-tions of causes based on the severity of 4 major factors(EMT,FTO,IUA and DOR/POI).Results:①Among 283 patients,EMT(59.0%)and FTO(50.5%)were identified as the most frequent etiological factors,significantly more prevalent than the other causes(P=0.0000,P＜α').②The 5 most common etiological combinations were:FTO with EMT,PCOS with EMT,AM with FTO,DOR/POI with EMT,and AM with EMT.③After stratified analysis,it was found that the following combination of causes was ranked in the top three:with EMT stages I-IV being highly associated with FTO;the degree of merger between low stage with PCOS is high,while the degree of merger be-tween high stage with AM and DOR/POI is high.Different degrees of IUA are highly associated with EMT,FTO and DOR/POI,while severe IUA also being highly associated with TE.Both unilateral and bilateral FTO have a high degree of merger with EMT and AM.DOR and POI have a high degree of merger with EMT,FTO and AM.Conclusions:EMT and FTO are the main causes of refractory infertility.There are correlations among the causes combinations.The etiological factors combined with different stages of endometriosis are also different.These findings underscore the importance of a comprehensive diagnostic framework to address multifactorial etiologies and reduce missed diagnoses.