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Nevin Manimala Statistics

Evaluating Prognostic Value of Dynamics of Circulating Lactate Dehydrogenase in Colorectal Cancer Using Modeling and Machine Learning

Clin Pharmacol Ther. 2023 Sep 19. doi: 10.1002/cpt.3052. Online ahead of print.

ABSTRACT

Pre-treatment serum lactate dehydrogenase (LDH) levels have been associated with poor prognosis in several types of cancer, including metastatic colorectal cancer (mCRC). However, very few models link survival to longitudinal LDH measured repeatedly over time during treatment. We investigated the prognostic value of on-treatment LDH dynamics in mCRC. Using data from two large Phase III studies (2L and 3L+ mCRC settings, n = 824 and 210, respectively), we found that integrating longitudinal LDH data with baseline risk factors significantly improved survival prediction. Current LDH values performed best, enhancing discrimination ability (area under the receiver operating characteristic curve) by 4.5% ~ 15.4% and prediction accuracy (Brier score) by 3.9% ~ 15.0% compared to baseline variables. Combining all four longitudinal LDH markers further improved predictive performance. After controlling for baseline covariates and other longitudinal LDH indicators, current LDH levels remained a significant risk factor in mCRC, increasing mortality risk by over 90% (P < 0.001) in 2L patients and 60-70% (P < 0.01) in 3L+ patients per unit increment in current log(LDH). Machine learning techniques like functional principal component analysis (FPCA) extracted informative features from longitudinal LDH data, capturing over 99% of variability and allowing prediction of survival. Unsupervised clustering based on the extracted FPCA features stratified patients into three groups with distinct LDH dynamics and survival outcomes. Hence, our approaches offer a valuable and cost-effective way for risk stratification and improves survival prediction in mCRC using LDH trajectories.

PMID:37724436 | DOI:10.1002/cpt.3052

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Nevin Manimala Statistics

The frontooccipital interaction mechanism of high-frequency acoustoelectric signal

Cereb Cortex. 2023 Sep 18:bhad306. doi: 10.1093/cercor/bhad306. Online ahead of print.

ABSTRACT

Based on acoustoelectric effect, acoustoelectric brain imaging has been proposed, which is a high spatiotemporal resolution neural imaging method. At the focal spot, brain electrical activity is encoded by focused ultrasound, and corresponding high-frequency acoustoelectric signal is generated. Previous studies have revealed that acoustoelectric signal can also be detected in other non-focal brain regions. However, the processing mechanism of acoustoelectric signal between different brain regions remains sparse. Here, with acoustoelectric signal generated in the left primary visual cortex, we investigated the spatial distribution characteristics and temporal propagation characteristics of acoustoelectric signal in the transmission. We observed a strongest transmission strength within the frontal lobe, and the global temporal statistics indicated that the frontal lobe features in acoustoelectric signal transmission. Then, cross-frequency phase-amplitude coupling was used to investigate the coordinated activity in the AE signal band range between frontal and occipital lobes. The results showed that intra-structural cross-frequency coupling and cross-structural coupling co-occurred between these two lobes, and, accordingly, high-frequency brain activity in the frontal lobe was effectively coordinated by distant occipital lobe. This study revealed the frontooccipital long-range interaction mechanism of acoustoelectric signal, which is the foundation of improving the performance of acoustoelectric brain imaging.

PMID:37724433 | DOI:10.1093/cercor/bhad306

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Nevin Manimala Statistics

Salivette® cortisol versus oropharyngeal swabbing for the detection of SARS-CoV-2 infection

Expert Rev Mol Diagn. 2023 Sep 19. doi: 10.1080/14737159.2023.2260308. Online ahead of print.

ABSTRACT

BACKGROUND: Detecting severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) by naso/oropharyngeal swabbing may expose healthcare workers to the virus and is technically challenging. The Salivette® is an alternative saliva-collection device with an oral cotton swab containing citric acid to stimulate saliva production, which may have an unpleasant taste. We present a pilot study comparing the Salivette® Cortisol (SC), which uses a synthetic swab without citric acid, against oropharyngeal swabbing for detection of SARS-CoV-2 by RT-qPCR.

RESEARCH DESIGN AND METHODS: Symptomatic SARS-CoV-2-positive patients were sampled at various timepoints. The number of patients positive/negative for SARS-CoV-2 in oropharyngeal swab and SC samples, and percentage testing true positive/true negative for SARS-CoV-2 from SC samples was determined. Positivity was defined by RT-qPCR amplification of 2/3 target SARS-CoV-2 N, ORF1 and S gene sequences.

RESULTS: SC demonstrated 100% specificity, 52.2% sensitivity and positive correlation with oropharyngeal swabbing for detection of the SARS-CoV-2 S gene. In later-stage disease, lower viral load was observed in SC samples compared with oropharyngeal swabs.

CONCLUSIONS: The SC may be an alternative for SARS-CoV-2 detection where naso/oropharyngeal swabbing is not feasible/available. This technique also confirms observations that detection of SARS-CoV-2 in the upper airway may vary due to viral load over the disease course.

TRIAL REGISTRATION: NCT04599959.

PMID:37724431 | DOI:10.1080/14737159.2023.2260308

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Nevin Manimala Statistics

A pilot trial examining the effects of veteran voices and visions, an adaptation of hearing voices groups for a large public health system in the United States

Int J Soc Psychiatry. 2023 Sep 19:207640231196747. doi: 10.1177/00207640231196747. Online ahead of print.

ABSTRACT

BACKGROUND: The Hearing Voices Approach, a community-based peer-led support group model, is generating interest as a novel way to engage with psychosis. Hearing Voices (HV) groups are run by peers, ‘experts-by-experience’, and emphasize group ownership and community-building rather than adherence to a therapist-led, predetermined structure. Diverse beliefs about experiences are respected and viewed as potentially meaningful. Groups work within each individual’s explanatory framework to reframe understandings.

AIMS: This paper describes the effects of participation in Veteran Voices and Visions (VVV) groups, an adaptation of the HV approach, co-led by clinicians and Veteran peer support specialists, adapted for Veterans who have experienced psychosis and receive care at the VA, a large public health system in the United States.

METHOD: This mixed methods pilot study has a convergent parallel design, integrating quantitative and qualitative data from participants in pre-intervention and post-intervention assessments.

RESULTS: Over 16 weeks, quantitative analysis showed a statistically significant reduction in distress, due to auditory hallucinations, as measured by the Psychotic Symptom Rating Scales (PSYRATS). The Beliefs about Voices Questionnaire- Revised (BAVQ-R) results showed a reduction in malevolence and omnipotence and an increase in benevolence related to auditory hallucinations, but no change in resistance. Engagement showed a trend-level reduction. Qualitative data from midpoint (Week 8) and endpoint (Week 16) interviews revealed several perceived benefits from groups: 1) normalization and camaraderie, 2) increased hope and confidence, 3) self-understanding and reframing of experiences, and 4) building relationships outside of groups. Overall, VVV groups reduced distress due to voices, negative beliefs about voices, and perceived power of voices.

CONCLUSIONS: Study findings contribute to a growing body of literature indicating HV groups support those who have experienced psychosis by reducing social isolation and fostering community, which may facilitate social integration. Overall, our findings highlight the potential benefits of adapting HV groups to health systems.

PMID:37724417 | DOI:10.1177/00207640231196747

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Nevin Manimala Statistics

Relationship between family risk factors and adolescent mental health

Zhong Nan Da Xue Xue Bao Yi Xue Ban. 2023 Jul 28;48(7):1076-1085. doi: 10.11817/j.issn.1672-7347.2023.230065.

ABSTRACT

OBJECTIVES: Family risk factors are crucial to adolescent mental health. Few studies have investigated the complex relationship between family risk factors and adolescent mental health. This study aims to investigate the complex relationship between family cumulative risk (FCR) and adolescent mental health, and to clarify the factors contributing to adolescent mental health problems.

METHODS: This study recruited 903 junior high school students and 991 senior high school students in Changsha, Hunan and was conducted through an offline computer-based questionnaire survey using the Middle School Student Mental Health Scale (MSSMHS) and the Family Cumulative Risk Questionnaire (FCRQ) to assess the mental health status and FCR factors, respectively. Statistical analyses were conducted to clarify the demographic factors influencing MSSMHS total and factor scores, and to analyze the relationship between FCRQ and MSSMHS total and factor scores.

RESULTS: Females exhibited more mental health problems than males in various MSSMHS factors (all P<0.05); adolescents were prone to different mental health problems at different stages (junior high school first-grade vs. senior high school first-grade); senior high school first-grade students were more likely to experience academic pressure and maladjustment than junior high school first-grade students (P<0.01), and junior high school first-grade students were more likely to exhibit obsessive, paranoia, and hostility symptoms than senior high school first-grade students (all P<0.01); adolescents with low family intimacy and high family conflict reported more symptoms in every dimension of MSSMHS (all P<0.05); adolecents with poor parent-child separation reported higher obsessive-compulsive symptoms, interpersonal sensitivity, anxiety, academic pressure, maladjustment, emotional instability, and unbalanced mind than those with good parent-child separation (all P<0.05).

CONCLUSIONS: Female, low family intimacy, high family conflict, and poor parent-child separation are risk factors of adolescent mental health problems. Higher-grade middle school students are prone to exhibit academic pressure and maladjustment, while lower-grade middle school students are prone to exhibit obsessive, paranoia, and hostility symptoms.

PMID:37724411 | DOI:10.11817/j.issn.1672-7347.2023.230065

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Nevin Manimala Statistics

Value of postoperative radiotherapy and analysis of prognostic factors in early-stage neuroendocrine carcinoma of cervix

Zhonghua Fu Chan Ke Za Zhi. 2023 Sep 25;58(9):680-690. doi: 10.3760/cma.j.cn112141-20230614-00263.

ABSTRACT

Objective: To evaluate the effect of postoperative radiotherapy and high-risk pathological factors on the prognosis of early-stage neuroendocrine carcinoma of cervix (NECC). Methods: A single-center retrospective cohort study of early-stage NECC in Peking Union Medical College Hospital from January 2011 to April 2022 were enrolled. The patients were treated with radical hysterectomy±adjuvant treatment. They were divided into postoperative non-radiation group and postoperative radiation group. The possible postoperative recurrence risk factors identified by univariate analysis were assessed using multivariate logistic regression. The Kaplan-Meier method was used to analyze the progression free survival (PFS), overall survival (OS), recurrence rate, and mortality rate. Results: (1) Sixty-two cases were included in the study, including 33 cases in postoperative non-radiation group and 29 cases in postoperative radiation group. (2) The median follow-up time was 37 months (ranged 12-116 months), with 23 cases (37%) experienced recurrences. There were 7 cases (11%) pelvic recurrences and 20 cases (32%) distant recurrences, in which including 4 cases (6%) both pelvic and distant recurrences. Compared with postoperative non-radiation group, the postoperative radiation group had a lower pelvic recurrence rate (18% vs 3%; P=0.074) but without statistic difference, a slightly elevated distant recurrence rate (24% vs 41%; P=0.150) and overall recurrence rate (33% vs 41%; P=0.513) without statistically significances. Univariate analysis showed that lymph-vascular space invasion and the depth of cervical stromal invasion≥1/2 were risk factors for postoperative recurrence (all P<0.05). Multivariate analysis showed lymph-vascular space invasion was an independent predictor for postoperative recurrence (OR=23.03, 95%CI: 3.55-149.39, P=0.001). (3) During the follow-up period, 18 cases (29%, 18/62) died with tumor, with 10 cases (30%, 10/33) in postoperative non-radiation group and 8 cases (28%, 8/29) in postoperative radiation group, without significant difference (P=0.814). The postoperative 3-year and 5-year survival rate was 79.2%, 60.8%. The depth of cervical stromal invasion≥1/2 was more common in postoperative radiation group (27% vs 64%; P=0.011), and postoperative radiation in such patients showed an extended trend in PFS (32.3 vs 53.9 months) and OS (39.4 vs 73.4 months) but without statistic differences (P=0.704, P=0.371). Compared with postoperative non-radiation group, the postoperative radiation did not improve PFS (54.5 vs 37.3 months; P=0.860) and OS (56.2 vs 62.4 months; P=0.550) in patients with lymph-vascular space invasion. Conclusions: Postoperative radiation in early-stage NECC patients has a trend to reduce pelvic recurrence but not appear to decrease distant recurrence and overall recurrence, and has not improved mortality. For patients with the depth of cervical stromal invasion≥1/2, postoperative radiation has a trend of prolonging OS and PFS but without statistic difference. Lymph-vascular space invasion is an independent predictor for postoperative recurrence, but postoperative radiation in such patients does not seem to have any survival benefits.

PMID:37724385 | DOI:10.3760/cma.j.cn112141-20230614-00263

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Nevin Manimala Statistics

Study on the predictive significance of PLR, SII and RPR in ovarian endometriotic cyst

Zhonghua Fu Chan Ke Za Zhi. 2023 Sep 25;58(9):672-679. doi: 10.3760/cma.j.cn112141-20230504-00200.

ABSTRACT

Objective: To investigate the predictive value of platelet-to-lymphocyte ratio (PLR), red blood cell distribution width to platelet count ratio (RPR) and systemic immune inflammation index (SII) in the staging and postoperative recurrence of ovarian endometrial cysts. Methods: Retrospective analysis was made on the clinical data of patients who underwent laparoscopic surgery for ovarian cysts in the Affiliated Hospital of Qingdao University from January 2018 to January 2020. The patients with ovarian endometriosis cyst confirmed by pathology after surgery were the observation group (n=350), and the patients with other benign ovarian cyst were the control group (n=150). The preoperative platelet count, platelet distribution width, absolute number of neutrophils, lymphocyte absolute number, absolute number of monocytes, red blood cell distribution width, and serum cancer antigen 125 (CA125) of the patients in two groups were recorded, and PLR, neutrophil-to-lymphocyte ratio (NLR), RPR, SII, and systemic inflammation response index (SIRI) were calculated and analyzed. The general data of all patients and the follow-up data within 2 years after the operation of the observation group were statistically recorded to evaluate the diagnostic value of PLR, RPR and SII for ovarian endometrial cyst, and the predictive value of staging and recurrence within 2 years after the operation. Results: PLR, NLR, SII (median: 147.53, 1.86, and 488.70 respectively) and CA125 (median: 59.41 kU/L) in the observation group were significantly higher than those in the control group, while RPR (median: 0.16) was lower than that in the control group, with significant differences (all P<0.01). There was no significant difference in SIRI between the two groups (P>0.05). The PLR and SII (median: 122.73, 345.00) of the observation group at stage Ⅲ and Ⅳ were higher than those of patients at stage Ⅰ and Ⅱ, and the RPR was lower than that of patients with stage Ⅰ and Ⅱ, with significant differences (all P<0.001). The PLR, NLR, SII, SIRI (median: 179.63, 2.75, 762.96, and 1.06 respectively) and CA125 (median: 108.83 kU/L) in patients with recurrence were significantly higher than those in patients without recurrence 2 years after the operation, and the differences were statistically significant (all P<0.001). The area under curve (AUC) of CA125 in the diagnosis of ovarian endometriosis cyst was 0.951, the sensitivity was 85.7%, and the specificity was 93.0%, which were higher than those of PLR and SII; the AUC of PLR+SII+CA125 in the diagnosis of ovarian endometriosis cyst was 0.952. The AUC of RPR predicting the stage of ovarian endometriosis cyst was 0.713, higher than PLR and SII, lower than CA125; the AUC of RPR+SII+CA125 in predicting the stage of ovarian endometriotic cyst was 0.825, with sensitivity of 68.7% and specificity of 85.7%. The AUC predicted by SII for recurrence of ovarian endometriotic cyst within 2 years after the operation was 0.803, higher than NLR, PLR, SIRI and CA125; the AUC of PLR+SII+CA125, sensitivity, specificity was 0.813, 81.5% and 73.0%, higher than SII. Conclusion: PLR, RPR and SII are related to the staging of ovarian endometriotic cyst, and SII has a certain predictive value for the recurrence of ovarian endometriotic cyst after surgery.

PMID:37724384 | DOI:10.3760/cma.j.cn112141-20230504-00200

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Nevin Manimala Statistics

Relationships between hypertensive disorders in pregnancy and obstructive sleep apnea syndrome

Zhonghua Fu Chan Ke Za Zhi. 2023 Sep 25;58(9):658-663. doi: 10.3760/cma.j.cn112141-20230219-00074.

ABSTRACT

Objective: To investigate the impact of obstructive sleep apnea syndrome (OSAS) on pregnancy outcomes, especially the relationship between OSAS and hypertensive disorders in pregnancy (HDP). Methods: A total of 228 pregnant women with high risk of OSAS who underwent sleep monitoring during pregnancy in Peking University People’s Hospital from January 2021 to April 2022 were collected by reviewing their medical records for retrospective analysis. According to the diagnosis of OSAS, the pregnant women were divided into OSAS group (105 cases) and non-OSAS group (123 cases). The non-parametric Mann-Whitney U test, χ2 test or Fisher’s exact test were used to compare the general data and maternal and fetal outcomes between the two groups, and the occurrence of each type of HDP was further compared. Results: (1) Compared with the non-OSAS group, the median pre-pregnancy body mass index (23.6 vs 27.6 kg/m2) and the proportion of snoring [28.9% (33/114) vs 59.2% (61/103)] in the OSAS group were higher, and the differences were both statistically significant (both P<0.001). (2) The incidence of HDP [67.6% (71/105) vs 39.0% (48/123)] and gestational diabetes mellitus [GDM; 40.0% (42/105) vs 26.8% (33/123)] of pregnant women in the OSAS group were higher than those in the non-OSAS group, and the median delivery week was shorter than that in the non-OSAS group (38.4 vs 39.0 weeks). The differences were all statistically significant (all P<0.05). Between-group differences for the delivery way, postpartum hemorrhage, the rate of intensive care unit admission, preterm birth, small for gestational age infants, neonatal asphyxia, the rate of neonatal intensive care unit admission, newborn birth weight and the proportion of umbilical artery blood pH<7.00 were not statistically significant (all P>0.05). (3) Compared with the non-OSAS group, the incidence of chronic hypertension [11.4% (14/123) vs 22.9% (24/105)] and chronic hypertension with superimposed pre-eclampsia [11.4% (14/123) vs 30.5% (32/105)] were higher in the OSAS group, and the differences were both statistically significant (both P<0.01). Conclusion: OSAS is related to HDP (especially chronic hypertension and chronic hypertension with superimposed pre-eclampsia) and GDM, which could provide a practical basis for the screening, diagnosis and treatment of OSAS in pregnant women at high risk.

PMID:37724382 | DOI:10.3760/cma.j.cn112141-20230219-00074

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Nevin Manimala Statistics

Analysis of clinical effect and influencing factors of history-indicated cerclage or ultrasound-indicated cerclage in singleton pregnancy

Zhonghua Fu Chan Ke Za Zhi. 2023 Sep 25;58(9):650-657. doi: 10.3760/cma.j.cn112141-20230318-00126.

ABSTRACT

Objective: To investigate the clinical effect and the influencing factors of ultrasound-indicated cerclage and history-indicated cerclage in singleton gestation. Methods: The clinical data of 272 singleton pregnant women with cervical incompetence who underwent McDonald cervical cerclage due to medical history indication (history-indicated group) or ultrasound indication (ultrasound-indicated group) in Peking University First Hospital from January 2010 to February 2021 were retrospectively analyzed. The general clinical data and maternal and fetal outcomes were compared between the history-indicated group (141 cases) and ultrasound-indicated group (131 cases). According to the gestational age at delivery, 272 pregnant women who underwent cervical cerclage were further divided into ≥34 weeks group (225 cases) and <34 weeks group (47 cases), and the influencing factors of preterm birth before 34 weeks of gestation were analyzed. Results: (1) The median gestational age at cerclage was 16.6 weeks in the history-indicated group and 23.4 weeks in the ultrasound-indicated group, and the median gestational age extension at delivery was 21.4 weeks and 14.7 weeks, respectively, with statistically significant differences between the two groups (all P<0.05). (2) The full-term birth rate was 76.6% (108/141) in the history-indicated group and 71.0% (93/131) in the ultrasound-indicated group, the live birth rate was 97.2% (137/141) and 97.7% (128/131), and the median birth weight of live birth was 3 155 g and 3 055 g, respectively. The differences were not statistically significant (all P>0.05). Among 272 pregnant women with cervical cerclage, 265 neonates survived (97.4%, 265/272). The gestational age of 7 pregnant women who did not have live birth was ≤25 weeks of gestation (range: 19+1-25 weeks), and they were all clinically infected or confirmed chorioamnionitis or pathogenic microorganisms carrying during pregnancy, and their families gave up. The minimum birth weight of the surviving neonate was 850 g (gestational week of delivery was 26+6 weeks). (3) Univariate analysis showed that compared with ≥34 weeks group, the body mass index (BMI) of pregnant women in <34 weeks group was higher at 6-7 weeks of gestation (median: 24.5 vs 25.4 kg/m2), shorter cervical length (CL) at 1-2 weeks after surgery [(31.1±8.4) vs (26.1±11.0) mm], shorter CL at 26-28 weeks of gestation after surgery (median: 26.3 vs 16.0 mm), and higher incidence of elevated C-reactive protein (CRP) before and after surgery and before delivery. The differences were all statistically significant (all P<0.05). Multivariate logistic regression analysis showed that preterm birth before 34 weeks was negatively associated with CL at 26-28 weeks of gestation after cerclage (OR=0.902, 95%CI: 0.858-0.947; P<0.001), and was positively correlated with elevated CRP before delivery (OR=3.492, 95%CI: 1.652-7.381; P=0.001). There were no significant correlations between preterm birth and preoperative or postoperative CRP elevation, CL at 1-2 weeks after surgery, and BMI at 6-7 weeks of gestation (all P>0.05). Conclusions: Cervical cerclage for singleton pregnant women with cervical incompetence indicated by history or ultrasound both have good clinical efficacy, and there is no significant difference in maternal and fetal outcomes between the two groups. CL at 26-28 weeks of gestation and CRP before delivery are risk factors for preterm birth before 34 weeks of gestation after cervical cerclage.

PMID:37724381 | DOI:10.3760/cma.j.cn112141-20230318-00126

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Nevin Manimala Statistics

Evaluation of the Impact of the COVID-19 Pandemic on Cystic Echinococcosis Indirect Hemagglutination Test Dynamics: A Single-center Experience

Turkiye Parazitol Derg. 2023 Sep 18;47(3):166-170. doi: 10.4274/tpd.galenos.2023.42104.

ABSTRACT

OBJECTIVE: Cystic echinococcosis (CE) is one of the neglected tropical diseases announced by the World Health Organization. In the period entered with the Coronavirus disease-2019 pandemic, the fight against such diseases has become even more difficult. In our study, we aimed to make inferences about the effects of the pandemic on the diagnosis of the disease by evaluating the number and results of CE indirect hemagglutination test (IHA) before and during the pandemic.

METHODS: The number of IHA test requests and positivity rates in the 30-month periods before and after March 11, 2020, when the first case was seen in our country, were evaluated retrospectively. Statistical analysis was made with SPSS version 23 (SPSS, Chicago, IL, USA) program.

RESULTS: The results of 1444 patients before the pandemic and 870 patients during the pandemic period were examined. The difference between IHA positivity rates, which was found to be 18.49% before the pandemic and 14.6% during the pandemic, was statistically significant (p=0.016). The positivity rates of women and men were found to be statistically similar in both periods (pbefore=0.621, pafter=0.238). The age group with the highest IHA positivity rate was 20-39 in both periods, and the difference between the positivity rates of the age groups was statistically significant (p<0.001).

CONCLUSION: A significant decrease was observed in the rate of IHA positivity during the pandemic period. The status of no increase in positivity rates despite a significant decrease in IHA tests makes us think that the diagnosis may be missed in some patients or that there could be disruptions in their follow-up. For this reason, in order to continue the fight successfully against CE, which is an important public health problem for our country, early diagnosis and regular follow-ups should be emphasized with educations, and the laboratory-clinician communication should be strengthened in order to use tests more efficiently.

PMID:37724366 | DOI:10.4274/tpd.galenos.2023.42104