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Nevin Manimala Statistics

Exploring the Clinical Utility of Metagenomic Next-Generation Sequencing in the Diagnosis of Pulmonary Infection

Infect Dis Ther. 2021 Jun 12. doi: 10.1007/s40121-021-00476-w. Online ahead of print.

ABSTRACT

INTRODUCTION: We aimed to explore the real-world clinical application value and challenges of metagenomic next-generation sequencing (mNGS) for pulmonary infection diagnosis.

METHODS: We retrospectively reviewed the results of mNGS and conventional tests from 140 hospitalized patients with suspected pulmonary infections from January 2019 to December 2020. The sample types included bronchoalveolar lavage fluid, lung tissue by transbronchial lung biopsy, pleural effusion, blood, and bronchial sputum. Apart from the mNGS reports that our patients received, an extra comprehensive and thorough literature search was conducted.

RESULTS: Significant differences were noticed in the positive detection rates of pathogens between mNGS and conventional diagnostic testing (115/140, 82.14% vs 50/140, 35.71%, P < 0.05). The percentage of mNGS-positive patients was significantly higher than that of conventional testing-positive patients with regard to bacterial detection (P < 0.01), but no significant differences were found with regard to fungal detection (P = 0.67). Significant statistical differences were found between mixed infection cases (15, 22.70%) and single infection cases (4, 7.84%) in terms of diabetes (P = 0.03). The most frequent pattern of mixed infection was bacteria and fungi mixed infection (40, 40/89 = 44.94%), followed by bacteria mixed infection (29, 29/89 = 32.58%). The sensitivity of mNGS in pulmonary infection diagnosis was much higher than that of conventional test (89.17% vs 50.00%; P < 0.01), but the specificity was the opposite (75.00% vs 81.82%; P > 0.05).

CONCLUSION: mNGS is a valuable tool for the detection of pulmonary infections, especially mixed pulmonary infections. The most common combinations we found were bacterial-fungal coinfection and bacterial-bacterial coinfection. Still, there are many challenges in the clinical application of mNGS in the diagnosis of pulmonary infections. There is still a lot of work to be done in interpreting the mNGS reports, because both clinical judgment and literature analysis strategy need to be refined.

PMID:34117999 | DOI:10.1007/s40121-021-00476-w

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Nevin Manimala Statistics

Insight into Selecting Adolescents for Drinking Intervention Programs: a Simulation Based on Stochastic Actor-Oriented Models

Prev Sci. 2021 Jun 12. doi: 10.1007/s11121-021-01261-4. Online ahead of print.

ABSTRACT

Adolescent drinking remains a prominent public health and socioeconomic issue in the USA with costly consequences. While numerous drinking intervention programs have been developed, there is little guidance whether certain strategies of participant recruitment are more effective than others. The current study aims at addressing this gap in the literature using a computer simulation approach, a more cost-effective method than employing actual interventions. We first estimate stochastic actor-oriented models for two schools from the National Longitudinal Study of Adolescent to Adult Health (Add Health). We then employ different strategies for selecting adolescents for the intervention (either based on their drinking levels or their positions in the school network) and simulate the estimated model forward in time to assess the aggregated level of drinking in the school at a later time point. The results suggest that selecting moderate or heavy drinkers for the intervention produces better results compared to selecting casual or light drinkers. The intervention results are improved further if network position information is taken into account, as selecting drinking adolescents with higher in-degree or higher eigenvector centrality values for intervention yields the best results. Results from this study help elucidate participant selection criteria and targeted network intervention strategies for drinking intervention programs in the USA.

PMID:34117976 | DOI:10.1007/s11121-021-01261-4

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Nevin Manimala Statistics

Geochemical characterisation of the thermo-mineral waters of Greece

Environ Geochem Health. 2021 Jun 12. doi: 10.1007/s10653-021-01001-1. Online ahead of print.

ABSTRACT

Geothermal areas of Greece are located in regions affected by recent volcanism and in continental basins characterised by elevated heat flow. Many of them are found along the coast, and thus, water is often saline due to marine intrusion. In the current study, we present about 300 unpublished and literature data from thermal and cold mineral waters collected along Greece. Samples were analysed for major ions, Li, SiO2 and isotopes in water. Measured temperatures range from 6.5 to 98 °C, pH from 1.96 to 11.98, while Total Dissolved Solutes (TDS) from 0.22 to 51 g/L. Waters were subdivided into four main groups: (1) thermal; (2) cold; (3) acidic (pH < 5); and (4) hyperalkaline (pH > 11). On statistical basis, thermal waters were subdivided into subgroups according to both their temperature [warm (< 29 °C), hypothermal (29-48 °C), thermal (48-75 °C) and hyperthermal (> 75 °C)] and TDS [low salinity (< 4 g/L), brackish (4-30 g/L) and saline (> 30 g/L)]. Cold waters were subdivided based on their pCO2 [low (< 0.05 atm), medium (0.05-0.85 atm) and high (> 0.85 atm)]. δ18O-H2O ranges from – 12.7 to + 2.7‰ versus SMOW, while δ2H-H2O from – 91 to + 12‰ versus SMOW being generally comprised between the Global Meteoric Water Line and the East Mediterranean Meteoric Water Line. Positive δ18O shifts with respect to the former are mostly related to mixing with seawater, while only for a few samples these shifts point to high-temperature water-rock interaction processes. Only a few thermal waters gave reliable geothermometric estimates, suggesting reservoir temperatures between 80 and 260 °C.

PMID:34117974 | DOI:10.1007/s10653-021-01001-1

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Nevin Manimala Statistics

Local excision and treatment of early node-negative anal squamous cell carcinomas in a highly HIV prevalent population

Tech Coloproctol. 2021 Jun 12. doi: 10.1007/s10151-021-02473-0. Online ahead of print.

ABSTRACT

BACKGROUND: Anal squamous cell carcinoma (ASCC) is an uncommon cancer associated with human immunodeficiency virus (HIV) infection. There has been increasing interest in providing organ-sparing treatment in small node-negative ASCC’s, however, there is a paucity of evidence about the use of local excision alone in people living with HIV (PLWH). The aim of this study was to evaluate the efficacy of local excision alone in this patient population.

METHODS: We present a case series of stage 1 and stage 2 ASCC in PLWH and HIV negative patients. Data were extracted from a 20-year retrospective cohort study analysing the treatment and outcomes of patients with primary ASCC in a cohort with a high prevalence of HIV.

RESULTS: Ninety-four patients were included in the analysis. Fifty-seven (61%) were PLWH. Thirty-five (37%) patients received local excision alone as treatment for ASCC, they were more likely to be younger (p = 0.037, ANOVA) and have either foci of malignancy or well-differentiated tumours on histology (p = 0.002, Fisher’s exact test). There was no statistically significant difference in 5-year disease-free survival and recurrence between treatment groups, however, patients who had local excision alone and PLWH were both more likely to recur later compared to patients who received other treatments for ASCC. (72.3 months vs 27.3 months, p = 0.06, ANOVA, and 72.3 months vs 31.8 months, p = 0.035, ANOVA, respectively).

CONCLUSIONS: We recommend that local excision be considered the sole treatment for stage 1 node-negative tumours that have clear margins and advantageous histology regardless of HIV status. However, PLWH who have local excision alone must have access to an expert long-term surveillance programme after treatment to identify late recurrences.

PMID:34117969 | DOI:10.1007/s10151-021-02473-0

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Nevin Manimala Statistics

Geographic clustering of cutaneous T-cell lymphoma in New Jersey: an exploratory analysis using residential histories

Cancer Causes Control. 2021 Jun 12. doi: 10.1007/s10552-021-01452-y. Online ahead of print.

ABSTRACT

PURPOSE: Cutaneous T-cell lymphoma (CTCL) is a rare type of non-Hodgkin lymphoma. Previous studies have reported geographic clustering of CTCL based on the residence at the time of diagnosis. We explore geographic clustering of CTCL using both the residence at the time of diagnosis and past residences using data from the New Jersey State Cancer Registry.

METHODS: CTCL cases (n = 1,163) diagnosed between 2006-2014 were matched to colon cancer controls (n = 17,049) on sex, age, race/ethnicity, and birth year. Jacquez’s Q-Statistic was used to identify temporal clustering of cases compared to controls. Geographic clustering was assessed using the Bernoulli-based scan-statistic to compare cases to controls, and the Poisson-based scan-statisic to compare the observed number of cases to the number expected based on the general population. Significant clusters (p < 0.05) were mapped, and standard incidence ratios (SIR) reported. We adjusted for diagnosis year, sex, and age.

RESULTS: The Q-statistic identified significant temporal clustering of cases based on past residences in the study area from 1992 to 2002. A cluster was detected in 1992 in Bergen County in northern New Jersey based on the Bernoulli (1992 SIR 1.84) and Poisson (1992 SIR 1.86) scan-statistics. Using the Poisson scan-statistic with the diagnosis location, we found evidence of an elevated risk in this same area, but the results were not statistically significant.

CONCLUSION: There is evidence of geographic clustering of CTCL cases in New Jersey based on past residences. Additional studies are necessary to understand the possible reasons for the excess of CTCL cases living in this specific area some 8-14 years prior to diagnosis.

PMID:34117957 | DOI:10.1007/s10552-021-01452-y

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Nevin Manimala Statistics

Swallowing dysfunction and the onset of fever in older residents with special care needs: a thirteen-month longitudinal prospective study

Odontology. 2021 Jun 12. doi: 10.1007/s10266-021-00626-z. Online ahead of print.

ABSTRACT

A decline in swallowing function is frequently observed among older residents in nursing homes. We investigated whether swallowing dysfunction was related to the onset of fever in such individuals. Older residents aged ≥ 65 years from three nursing homes were included in this prospective study conducted from July 2017 to May 2019. The follow-up period was 13 months. The outcome was fever incidence in relation to the swallowing dysfunction. Baseline data on the activities of daily living, cognitive function, swallowing function, respiratory function, tongue pressure, and comorbidity conditions were collected. Dates on which the axillary temperature measured ay of participants was > 37.5 °C during the follow-up period were also recorded. For the statistical analyses, swallowing function assessed by the modified water swallow test (MWST) score was used to divide the participants into three groups: scores ≤ 3, 4, and 5. A total of 52 participants [median age, 89.5 years (67-104)] were enrolled. Kaplan-Meier analysis showed that the average periods until onset of fever in participants with MWST scores of ≤ 3, 4, and 5 were 8.0 (6.0-11.0), 10.0 (7.0-12.0), and 12.0 (10.0-13.0) months, respectively. Cox’s proportional hazards regression model revealed that participants with an MWST score ≤ 3 were at a higher risk of fever than those with an MWST score of 5 (hazard ratio 11.5, 95% confidence interval 1.5-63.4, adjusted for possible confounders. The swallowing dysfunction correlated with the risk of fever in older residents of nursing homes.

PMID:34117954 | DOI:10.1007/s10266-021-00626-z

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Nevin Manimala Statistics

Fecal microbial composition and functional diversity of Wuzhishan pigs at different growth stages

AMB Express. 2021 Jun 12;11(1):88. doi: 10.1186/s13568-021-01249-x.

ABSTRACT

The mammalian gut microbiome participates in almost all life processes in the host. In addition to diet, the breed is the main factor affecting changes in the swine gut microbiota. The composition of the gut microbiota changes significantly during different growth stages. Research on developmental changes in the gut microbiota of indigenous Chinese pig breeds is limited. In this study, the fecal microbiota of Wuzhishan pigs (a Chinese indigenous miniature pig) at different growth stages was investigated using high-throughput 16S rRNA sequencing. Firmicutes and Bacteroidetes were the two dominant phyla, accounting for more than 80% of all sequences. With increasing age, the fecal microbial diversity increased, and the proportion of Firmicutes increased, whereas the proportion of Bacteroidetes decreased. A total of 49 biomarkers with statistical differences were detected in the four growth stages. The different microbiota among groups enhanced the ability to degrade fiber, carbohydrates, and other substances during the growth stages. The endocrine system was different in multiple growth stage paired comparisons, which was attributed to the different body statuses in the growth stages. This study revealed developmental changes in the structure and function of gut microbes in local pigs.

PMID:34117938 | DOI:10.1186/s13568-021-01249-x

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Nevin Manimala Statistics

Effects of ionizing radiation on surface properties of current restorative dental materials

J Mater Sci Mater Med. 2021 Jun 12;32(6):69. doi: 10.1007/s10856-021-06543-5.

ABSTRACT

To investigate the impact of radiotherapy on surface properties of restorative dental materials. A conventional resin composite-CRC (Aura Enamel), a bulk-fill resin composite-BFRC (Aura Bulk-fill), a conventional glass ionomer cement-CGIC (Riva self cure), and a resin-modified glass ionomer cement-RMGIC (Riva light cure) were tested. Forty disc-shaped samples from each material (8 mm diameter × 2 mm thickness) (n = 10) were produced according to manufacturer directions and then stored in water distilled for 24 h. Surface wettability (water contact angle), Vickers microhardness, and micromorphology through scanning electron microscopy (SEM) before and after exposition to ionizing radiation (60 Gy) were obtained. The data were statistically evaluated using the two-way ANOVA and Tukey posthoc test (p < 0.05). Baseline and post-radiation values of contact angles were statistically similar for CRC, BFRC, and RMGIC, whilst post-radiation values of contact angles were statistically lower than baseline ones for CGIC. Exposition to ionizing radiation statistically increased the microhardness of CRC, and statistically decreased the microhardness of CGIC. The surface micromorphology of all materials was changed post-radiation. Exposure to ionizing radiation negatively affected the conventional glass ionomer tested, while did not alter or improved surface properties testing of the resin composites and the resin-modified glass ionomer cement tested.

PMID:34117934 | DOI:10.1007/s10856-021-06543-5

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Nevin Manimala Statistics

Impact of sex on response to BCG in non-muscle invasive bladder cancer patients: a contemporary review from a tertiary care center

World J Urol. 2021 Jun 12. doi: 10.1007/s00345-021-03755-w. Online ahead of print.

ABSTRACT

PURPOSE: Female sex has been implicated with higher stage at diagnosis and as a negative prognostic factor amongst patients with non-muscle invasive bladder cancer (NMIBC). Whether this holds true with contemporary management paradigms is unknown. We analyzed a cohort of patients treated with adequate bacillus Calmette-Guerin (BCG) for NMIBC in an effort to identify sex-specific influence on BCG response.

METHODS: An IRB-approved review of patients with NMIBC treated at our institution with at least ‘adequate BCG’, as defined by the US FDA and EAU, from 2000 to 2018 was performed. Patients were then stratified by sex and response to BCG. Non-parametric tests were used to summarize the data overall and by groups. The Kaplan-Meier product limit method was used to calculate median survival endpoints.

RESULTS: Of the 541 patients treated with adequate BCG, 111 (20.5%) were female and 430 (79.5%) were male. Female patients were younger (median 66 vs. 69, p = 0.071), had a lower BMI (median 27.3 vs. 28.8, p = 0.010) and were more likely to have no smoking history (49.5% vs. 27.0%, p < 0.001). Tumor characteristics with respect to stage, size, multifocality, presence of carcinoma in situ, and presence of variant histology were similar between sexes. While rates of recurrence were higher in females than in males this, was not statistically significant (44.1% vs. 34.7%, p = 0.064) and Kaplan-Meier estimates of recurrence-free, progression-free and overall survival demonstrated no significant difference between sexes (p = 0.409, p = 0.253, p = 0.171, respectively).

CONCLUSION: In a contemporary cohort of patients with NMIBC treated with adequate BCG, female sex was not associated with adverse oncologic outcomes.

PMID:34117914 | DOI:10.1007/s00345-021-03755-w

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Nevin Manimala Statistics

Inter-center agreement of mRECIST in transplanted patients for hepatocellular carcinoma

Eur Radiol. 2021 Jun 12. doi: 10.1007/s00330-021-08088-1. Online ahead of print.

ABSTRACT

OBJECTIVES: To evaluate the inter-observer reliability of modified Response Evaluation Criteria In Solid Tumours (mRECIST) of patients with hepatocellular carcinoma (HCC) undergoing neo-adjuvant treatments before liver transplant (LT). The agreement of tumor number, size, transplant criteria, and the radiological-pathological concordance were also assessed.

METHODS: A total of 180 radiological studies before/after neo-adjuvant therapies performed on 90 patients prior to LT were reviewed from three expert centers. Kappa-statistic and intraclass correlation (ICC) were evaluated on mRECIST and on tumoral features. Complete radiological response (CR) was compared with complete pathological response (CPR).

RESULTS: Before neo-adjuvant therapies, the agreement on tumor number, size, and transplant criteria ranged from moderate (defined as ICC of 0.41-0.60) to almost perfect (ICC of 0.81-0.99), being higher with magnetic resonance imaging (MRI) than CT (0.657-0.899 and 0.422-0.776, respectively). After neo-adjuvant therapies, the agreement decreased, as ICCs ranged between 0.518 and 0.663 with MRI and between 0.508 and 0.677 with CT. Concordant mRECIST pairs were 201 of 270 reviews (76.3%) with a kappa of 0.648 indicating substantial agreement. When the three observers completely agreed on CR, the positive predictive value for CPR was 51.6%. The negative predictive value was 94.2% with a kappa of 0.512 indicating fair agreement between radiology and pathology.

CONCLUSIONS: mRECIST agreement was substantial among the three observers involved. The agreement on tumor number, size, and transplant criteria ranged from moderate to almost perfect, with the highest ICCs obtained with MRI before neo-adjuvant therapies. Finally, the predictive value of mRECIST in the diagnosis of CPR was only fair.

KEY POINTS: • The review of 180 radiological exams of patients with hepatocellular carcinoma before and after neo-adjuvant therapies showed that the concordance among three different raters on mRECIST diagnosis was substantial. • The inter-observer reliability on fulfilment of transplant criteria slightly decreased when evaluated through CT and after loco-regional therapies. • The radiological diagnosis of complete response after neo-adjuvant therapies was predictive of complete pathological response in only 51.6% of cases.

PMID:34117911 | DOI:10.1007/s00330-021-08088-1