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Nevin Manimala Statistics

The nonlinear association between albumin levels and risk of noninvasive fungal rhinosinusitis

Eur Arch Otorhinolaryngol. 2022 Mar 25. doi: 10.1007/s00405-022-07325-7. Online ahead of print.

ABSTRACT

PURPOSE: The preoperative diagnosis of noninvasive fungal rhinosinusitis (NIFRS) is inaccurate, and biomarkers to assist the diagnosis are urgently needed. We aimed to evaluate the relationship between albumin levels and NIFRS to assist in early diagnosis.

METHODS: Patients with NIFRS and chronic sinusitis were enrolled in this study. Appropriate statistical methods were used to determine whether there was a statistical difference between the groups. Subgroup analysis was performed to investigate the relationship between albumin levels and NIFRS, and a generalised additive model (GAM) was used to perform nonlinear relationships.

RESULTS: A total of 620 patients were included, including 240 patients with NIFRS. A close relationship was found between albumin levels and NIFRS (P < 0.0001), and the low albumin group was associated with a higher incidence of NIFRS, which was reduced by 60 and 70% in the middle and high albumin groups, respectively. The subgroup analysis also demonstrated an association between albumin levels and NIFRS, except in patients with an alcohol history (P = 0.0665). Interestingly, a nonlinear relationship is observed according to the adjusted GAM. The inflection point was set at 37.0 g/L. A negative correlation was observed among patients with albumin > 37.0 g/L. When the albumin count was <37.0 g/L, the Y value obviously increased and was saturated at 70%, with no further significant increase.

CONCLUSION: Albumin levels were significantly negatively correlated with the incidence of NIFRS, and the incidence increased markedly among patients with albumin < 37.0 g/L.

PMID:35333963 | DOI:10.1007/s00405-022-07325-7

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Non-stenting treatment versus endoscopic stent placement in staple line leaks after laparoscopic sleeve gastrectomy

Langenbecks Arch Surg. 2022 Mar 25. doi: 10.1007/s00423-022-02498-5. Online ahead of print.

ABSTRACT

PURPOSE: Presentation of results of non-stenting treatment versus endoscopic stenting placement in gastric staple leaks after laparoscopic sleeve gastrectomy (LSG).

METHODS: Between January 2007 and August 2020, 1371 eligible patients underwent LSG. After gastric leak detection, patients were classified into treatment groups A (endoscopic stent placement) and B (non-stenting management). Overall hospital stay, the time to complete gastric leak resolution and the incidence of further operative management constituted the main outcome measures. Statistical analysis included descriptive statistics and linear regression tests as needed.

RESULTS: A total of 27 patients (19 F/8 M, median age: 44.8 years (range: 36-58) with median preoperative BMI: 43.5 kg/m2 (range: 37.0-48.7)) presented with gastric staple line leak (1.9%) – mean detection day 5.8 postop (range: 1-12). Eight patients enrolled in group A and 19 patients in group B. The mean hospital stay for group A was 41.2 days (range: 24-60) versus 15 days (range: 12-18) for group B (p < 0.001). Complete leakage resolution was observed at mean 42.4 days (range 25-60) for group A and 34.5 days (range: 28-40) for group B patients, (p = 0.025). Only 2 group A patients accomplished complete leak resolution without additional intervention. Five group A patients (62.5%) versus 4 group B patients (21.1%) needed operative intervention during the treatment course (p = 0.037).

CONCLUSIONS: Conservative, non-stenting treatment of staple line leaks after LSG is feasible and is associated with superior results in terms of hospital say and leak resolution in comparison to endoscopic stenting.

PMID:35333965 | DOI:10.1007/s00423-022-02498-5

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Clindamycin use in head and neck surgery elevates the rate of infections in tracheostomies

Eur Arch Otorhinolaryngol. 2022 Mar 25. doi: 10.1007/s00405-022-07349-z. Online ahead of print.

ABSTRACT

BACKGROUND: Surgical site infection (SSI) in open surgical tracheostomy (ST) occurs in up to 33% of the cases. SSI can be reduced by a postoperative antibiotic prophylaxis (POAP). The effect of Clindamycin on SSIs in head and neck surgery (HNS) is discussed controversially in the literature.

METHODS: An 8 year single-center retrospective comparative analysis of 441 STs (Visor-ST and Bjoerk-flap technique) performed within major HNS was evaluated due to the event of a SSI within 7 days and analyzed descriptively. Logistic regression model evaluated the impact of POAP with Clindamycin on SSIs.

RESULTS: The use of Clindamycin showed twice the rate of ST-SSI as all patients that did not receive Clindamycin, treated with other perioperative antibiotics. (Fisher’s p = 0.008) The logistic regression model could not prove a statistically significant impact. (OR = 2.91, p = 0.04).

CONCLUSION: We recommend that Clindamycin should be reconsidered as a POAP regimen in ST. Further studies should evaluate alternatives for Penicillin-allergic patients.

LEVEL OF EVIDENCE III: Comparative retrospective monocentric study.

PMID:35333962 | DOI:10.1007/s00405-022-07349-z

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ISSLS prize in clinical science 2022: accelerated disc degeneration after pubertal growth spurt differentiates adults with low back pain from their asymptomatic peers

Eur Spine J. 2022 Mar 25. doi: 10.1007/s00586-022-07184-0. Online ahead of print.

ABSTRACT

PURPOSE: In this prospective observational cohort study, the development of lumbar intervertebral discs (LIVD) on magnetic resonance imaging (MRI) was investigated from childhood to adulthood with emphasis on the possible association of disc degeneration (DD) to low back pain (LBP).

METHODS: In 2021, 89 subjects who were enrolled in 1994 in a longitudinal study with lumbar spine MRI at ages 8, 11 and 18 were invited to participate in a long-term follow-up comprising a clinical examination, selected patient-reported outcome measures and a lumbar spine MRI. We assessed all MRIs (three lowest LIVDs) with the Pfirrmann summary score, and the ratio of signal intensity of nucleus pulposus to signal intensity of cerebrospinal fluid (SINDL). We further analyzed whether disc changes at any age were associated with self-reported LBP at age 34.

RESULTS: Of the 48 subjects in the follow-up, 35 reported LBP at age 34. The Pfirrmann summary score significantly increased with age (p < 0.001). Subjects reporting LBP at age 34 demonstrated statistically significantly higher summary scores at age 18 and 34 compared to asymptomatic subjects (p = 0.004 at age 18, and p = 0.039 at age 34). SINDL significantly decreased with age (p < 0.001 for all levels separately), but no significant differences between subjects with or without LBP at age 34 were noticed.

CONCLUSION: Subjects with LBP at age 34 had more widespread or severe DD already at age 18 compared to those without LBP.

PMID:35333957 | DOI:10.1007/s00586-022-07184-0

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Differences in hypertension and stage II hypertension by demographic and risk factors, obtained by two different protocols in US adults: National Health and Nutrition Examination Survey, 2017-2018

Am J Hypertens. 2022 Mar 25:hpac042. doi: 10.1093/ajh/hpac042. Online ahead of print.

ABSTRACT

OBJECTIVE: To compare prevalence of hypertension and stage II hypertension assessed by two blood pressure observation protocols.

METHODS: Participants aged 18 years and older (n = 4,689) in the National Health and Nutrition Examination Survey (NHANES 2017-2018) had their blood pressure (BP) measured following two protocols: the legacy auscultation protocol [AP] and oscillometric protocol [OP]. The order of protocols was randomly assigned. Prevalence estimates for hypertension (BP ≥130/80 mm Hg or use of medication for hypertension) and stage II hypertension (BP ≥140/90 mm Hg) were determined overall, by demographics, and by risk factors for each protocol. Ratios (OP% ÷ AP%) and Kappa statistics were calculated.

RESULTS: Age-adjusted hypertension prevalence was 44.5% (95% CI: 41.1%-48.0%) using OP and 45.1% (95%CI: 41.5%-48.7%) using AP, prevalence ratio=0.99, (95% CI=0.94-1.04)). Age-adjusted Stage II hypertension prevalence was 15.8% (95% CI: 13.6%-18.2%) using AP and 17.1% (95% CI: 14.7%-19.7%) using OP, prevalence ratio=0.92, (95% CI=0.81-1.04)). For both hypertension and Stage II hypertension, the prevalence ratios by demographics and by risk factors all included unity in their 95% CI, except for Stage II hypertension in adults 60+ years (ratio: 0.88 (95% CI: 0.78-0.98)). Kappa for agreement between protocols for hypertension and stage II hypertension were 0.75 (95% CI=0.71-0.79) and 0.67 (95% CI=0.61-0.72), respectively.

CONCLUSIONS: In adults and for nearly all subcategories there were no significant differences in prevalence of hypertension and stage II hypertension between protocols, indicating that protocol change may not affect the national prevalence estimates of hypertension and stage II hypertension.

PMID:35333925 | DOI:10.1093/ajh/hpac042

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LeiP#netz 2.0: mapping COVID-19-related changes in mental health services in the German city of Leipzig

Soc Psychiatry Psychiatr Epidemiol. 2022 Mar 25. doi: 10.1007/s00127-022-02274-2. Online ahead of print.

ABSTRACT

PURPOSE: The purpose of the study was to investigate the changes in psychosocial and psychiatric services in the German city of Leipzig during the COVID-19-pandemic.

METHODS: A participatory, mixed-methods study was used involving a quantitative online survey and qualitative semi-structured interviews with professionals. Quantitative findings were reported with descriptive statistics, and thematic analysis was conducted for qualitative data.

RESULTS: Fifty professionals from various mental health services participated in the survey and eleven professionals were interviewed. Quantitative findings showed that some services were closed intermittently and that there was a stiff increase in use of digital/telephonic service and a decrease in face-to-face services. Staff or funding did not change considerably during the pandemic. Psychosocial groups were suspended or reduced, while access to services became more difficult and professional training for staff was stopped. Thematic analysis of the interviews showed that professionals experienced different phases and levels of change during the pandemic, including changes on a structural level, on the users’ level, and on the staff’ level. Professionals particularly criticised the equivocality of COVID-19 regulations, a defective flow of information and lack of attention for mental healthcare in public policies. They also saw positive aspects, such as the capacity of users and the outpatient care system to adapt to the new situation.

CONCLUSION: This study suggests directions for policy and service development, such as communicating clearly in infection-control measures, fostering outpatient care and networks between services.

PMID:35333930 | DOI:10.1007/s00127-022-02274-2

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Causal association between chronic kidney disease and risk of 19 site-specific cancers: A Mendelian randomization study

Cancer Epidemiol Biomarkers Prev. 2022 Mar 25:cebp.1318.2021. doi: 10.1158/1055-9965.EPI-21-1318. Online ahead of print.

ABSTRACT

BACKGROUND: Results of previous observational studies examining the risk of cancer among chronic kidney disease (CKD) patients are conflicting. We here explore the causal relationship between estimated glomerular filtration rate (eGFR) and albuminuria, two principal measurements of CKD, and 19 site-specific cancers using Mendelian randomization (MR) analysis.

METHODS: Single nucleotide polymorphisms reported to be strongly correlated with eGFR and albuminuria in recent large genome-wide association studies were used as instrumental variables to investigate the causal relationship with cancer using summary-level statistics from several cancer-specific consortia, as well as data of 347,408 participants in the UK Biobank and 260,405 participants in the FinnGen.

RESULTS: Our data showed that impaired kidney function was associated with higher odds of leukemia (odds ratio [OR] 1.23, 95% confidence interval [CI] 1.06-1.43, P = 0.007), cervical cancer (OR 1.22, 95% CI 1.04-1.43, P = 0.017) and female renal cell carcinoma (OR 1.4, 95% CI 1.12-1.77, P = 0.004), per 10% decrease in eGFR. The odds ratios were 1.21 (95% CI 1.07-1.36, P = 0.002) for colorectal cancer and 0.76 (95% CI 0.62-0.92, P = 0.006) for non-Hodgkin lymphoma, per doubling odds of albuminuria. In multivariable MR, effect sizes of eGFR-cervical cancer remained strong after adjusting for confounders.

CONCLUSIONS: The current study indicates that progression of CKD contributes to carcinogenesis of renal cell carcinoma, leukemia, cervical and colorectal cancer.

IMPACT: The potential association of kidney function and albuminuria with certain cancers warrants further investigation in order to provide appropriate recommendations regarding cancer screening among patients with CKD.

PMID:35333923 | DOI:10.1158/1055-9965.EPI-21-1318

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Accounting for detection probability with overestimation by integrating double monitoring programs over 40 years

PLoS One. 2022 Mar 25;17(3):e0265730. doi: 10.1371/journal.pone.0265730. eCollection 2022.

ABSTRACT

In the context of wildlife population declines, increasing computer power over the last 20 years allowed wildlife managers to apply advanced statistical techniques that has improved population size estimates. However, respecting the assumptions of the models that consider the probability of detection, such as N-mixture models, requires the implementation of a rigorous monitoring protocol with several replicate survey occasions and no double counting that are hardly adaptable to field conditions. When the logistical, economic and ecological constraints are too strong to meet model assumptions, it may be possible to combine data from independent surveys into the modelling framework in order to understand population dynamics more reliably. Here, we present a state-space model with an error process modelled on the log scale to evaluate wintering waterfowl numbers in the Camargue, southern France, while taking a conditional probability of detection into consideration. Conditional probability of detection corresponds to estimation of a detection probability index, which is not a true probability of detection, but rather conditional on the difference to a particular baseline. The large number of sites (wetlands within the Camargue delta) and years monitored (44) provide significant information to combine both terrestrial and aerial surveys (which constituted spatially and temporally replicated counts) to estimate a conditional probability of detection, while accounting for false-positive counting errors and changes in observers over the study period. The model estimates abundance indices of wintering Common Teal, Mallard and Common Coot, all species abundant in the area. We found that raw counts were underestimated compared to the predicted population size. The model-based data integration approach as described here seems like a promising solution that takes advantage of as much as possible of the data collected from several methods when the logistic constraints do not allow the implementation of a permanent monitoring and analysis protocol that takes into account the detectability of individuals.

PMID:35333894 | DOI:10.1371/journal.pone.0265730

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Prevalence and predictors of anemia among adults on highly active antiretroviral therapy in Northeast Ethiopia: A retrospective cohort study

PLoS One. 2022 Mar 25;17(3):e0265337. doi: 10.1371/journal.pone.0265337. eCollection 2022.

ABSTRACT

BACKGROUND: Although antiretroviral therapy has significantly altered the natural history of human immunodeficiency virus infection and improved the quality of life of patients, there are conflicting reports regarding its impact on hematological outcomes. Thus, this study aimed at investigating the prevalence and predictors of anemia among adults on antiretroviral therapy in Northeast Ethiopia.

MATERIALS AND METHODS: A retrospective cohort study was carried out among adults who began antiretroviral treatment between September 2005 and January 2019 at two governmental hospitals in Dessie town. Data were collected from patients’ medical records using a pretested data extraction instrument. Anemia was the primary outcome variable of the study. It was defined based on WHO criteria after adjustment for altitude and smoking status of measured values. Data were entered and validated using EpiData Version 3.1 and then exported to SPSS Version 20.0 for analysis. Descriptive analysis was done for prevalence and binary logistic regression was carried out to assess whether covariates were associated with experiencing anemia. Statistical significance has been considered at p-value <0.05.

RESULTS: Medical records of 392 patients (mean age: 35.58 ± 9.46 years) were reviewed. Of the total 392 patients, 218 (55.6%) were females, 261 (66.6%) were categorized under WHO clinical stage III/IV and 134 (34.2%) had a baseline CD4 cell count of <100 cells/mm3. The mean baseline CD4 cell count was 179 cells/mm3 (range: 2 to 853 cells) and 230 (58.7%) of the participants were on zidovudine-based regimen. Anemia was diagnosed among 162 (41.3%) patients. After adjustment for other confounding factors, risk of anemia was significantly associated with low baseline CD4 cell count (AOR 1.80, 95% CI 1.05-3.06) and tenofovir based regimen (AOR 2.05, 95% CI 1.31-3.21). On the other hand, being educated was found to be protective (AOR 0.40, 95% CI 0.21-0.78).

CONCLUSION: In this research, the prevalence of anemia was relatively high. Low baseline CD4 cell count and tenofovir based regimen were independent predictors of anemia; while being educated was protective. Treatment programs should focus on early diagnosis and treatment of HIV as well as routine screening and proper treatment of anemia.

PMID:35333889 | DOI:10.1371/journal.pone.0265337

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Clinical manifestations of Rift Valley fever in humans: Systematic review and meta-analysis

PLoS Negl Trop Dis. 2022 Mar 25;16(3):e0010233. doi: 10.1371/journal.pntd.0010233. Online ahead of print.

ABSTRACT

BACKGROUND: Rift Valley fever (RVF) is an emerging, neglected, mosquito-borne viral zoonosis associated with significant morbidity, mortality and expanding geographical scope. The clinical signs and symptoms in humans are non-specific and case definitions vary. We reviewed and analysed the clinical manifestations of RVF in humans.

METHODS: In this systematic review and meta-analysis we searched on different dates, the Embase (from 1947 to 13th October 2019), Medline (1946 to 14th October 2019), Global Health (1910 to 15th October 2019), and Web of Science (1970 to 15th October 2019) databases. Studies published in English, reporting frequency of symptoms in humans, and laboratory confirmed RVF were included. Animal studies, studies among asymptomatic volunteers, and single case reports for which a proportion could not be estimated, were excluded. Quality assessment was done using a modified Hoy and Brooks et al tool, data was extracted, and pooled frequency estimates calculated using random effects meta-analysis.

RESULTS: Of the 3765 articles retrieved, less than 1% (32 articles) were included in the systematic review and meta-analysis. Nine RVF clinical syndromes were reported including the general febrile, renal, gastrointestinal, hepatic, haemorrhagic, visual, neurological, cardio-pulmonary, and obstetric syndromes. The most common clinical manifestations included fever (81%; 95% Confidence Interval (CI) 69-91; [26 studies, 1286 patients]), renal failure (41%; 23-59; [4, 327]), nausea (38%; 12-67; [6, 325]), jaundice (26%; 16-36; [15, 393]), haemorrhagic disease (26%; 17-36; [16, 277]), partial blindness (24%; 7-45; [11, 225]), encephalitis (21%; 11-33; [4, 327]), cough (4%; 0-17; [4, 11]), and miscarriage (54%) respectively. Death occurred in 21% (95% CI 14-29; [16 studies, 328 patients]) of cases, most of whom were hospitalised.

DISCUSSION: This study delineates the complex symptomatology of human RVF disease into syndromes. This approach is likely to improve case definitions and detection rates, impact outbreak control, increase public awareness about RVF, and subsequently inform ‘one-health’ policies. This study provides a pooled estimate of the proportion of RVF clinical manifestations alongside a narrative description of clinical syndromes. However, most studies reviewed were case series with small sample sizes and enrolled mostly in-patients and out-patients, and captured symptoms either sparsely or using broad category terms.

PMID:35333856 | DOI:10.1371/journal.pntd.0010233