Effectiveness of nurse-led fever, sugar-hyperglycemia, and swallowing bundle care on clinical outcome of patients with stroke at a tertiary care center: A randomized controlled trial.

Objectives: Stroke is a medical emergency, the leading cause of death, and a significant cause of disability in developing countries. The primary goals of stroke management focus on reducing disability, which needs prompt treatment in time. Fever, sugar-hyperglycemia, and swallowing (FeSS) bundle are a promising nurse-led composite for reducing disability and death. The present study aims to assess the effect of FeSS bundle care on disability, functional dependency, and death among acute stroke patients. Materials and Methods: A randomized controlled trial was conducted among 104 acute stroke patients, who were admitted within the first 48 h of stroke symptoms and had no previous neurological deficits. Randomization was stratified based on gender and type of stroke. The intervention group received FeSS bundle care, which included nurse-led fever and sugar management for the first 72 h, and a swallowing assessment done within the first 24 h or before the first oral meal. A follow-up assessment was done after 90 days to assess the disability, functional dependency, and mortality status using a modified Rankin scale and Barthel index. Results: No significant difference was noted in the 90-day disability and functional dependency between the groups. A reduction in mortality was noted in the intervention group. The risk ratio for mortality between groups was 2.143 (95% confidence interval: 0.953-4.820). Conclusion: Although no significant reduction in disability, there was a reduction in mortality in the intervention group. Hence, the study suggested the promotion of nurse-led intervention using the FeSS bundle in stroke units.

Molecular detection of Listeria monocytogenes from different dairy and street food sources in North Karnataka, India.

BACKGROUND: Food-borne pathogen Listeria monocytogenes is abundantly present in nature and accountable for sporadic and epidemic cases of listeriosis in humans. The objective of this study was to screen common food sources for L. monocytogenes using biochemical and molecular methods to detect and characterise its toxin genes as well as for biofilm formation. METHODS: A total of 92 samples, comprising dairy and street food products, were randomly collected from various sources for this investigation. The collected samples were processed for biochemical and molecular methods to detect L. monocytogenes. Additionally, virulence factors associated genes, antibiogram profiles and biofilm formation related assays were determined. RESULTS: L. monocytogenes presence was confirmed using molecular detection methods targeting prs and lmo1030 genes, along with MALDI-TOF MS. Following 16 S rRNA sequencing, the identified Listeria species were further categorised into two groups. L. monocytogenes was detected in two (2.17%) food samples tested (L-23 and L-74). Multiplex PCR indicated the presence of seven virulence-related genes in L. monocytogenes isolates, i.e., inlA, inlB, prfA, iap, actA, plcB, and hlyA. In addition, 17 antibiotics were tested, whereby two isolates showed resistance to clindamycin and azithromycin, while one isolate (L-74) was also resistant to nalidixic acid, co-trimoxazole, ampicillin, norfloxacin, and cefotaxime. L-23 and L-74 isolates showed biofilm formation, especially at pH 8.6 and 37°C. CONCLUSIONS: Besides the demonstration of the presence of L. monocytogenes in some dairy and street food products, this study underscores the need to increase the standards of hygiene on the one hand and the importance of the surveillance of food-borne pathogens on the other.

Semi-quantitative thigh magnetic resonance imaging scores in assessing disease activity and determining long-term clinical outcome in idiopathic inflammatory myopathies: a causal mediation analysis.

OBJECTIVES: To evaluate the relationship of thigh MRI (t-MRI) with manual muscle testing-8 (MMT-8), muscle enzymes and autoantibodies. To determine the causal and mediating factors resulting in poor recovery of MMT-8 in inflammatory myositis (IIM). METHODS: This was a single-centre retrospective study in IIM patients. t-MRI was semi-quantitatively scored for muscle oedema, fascial oedema, muscle atrophy and fatty infiltration. Spearman correlation of t-MRI scores was done with muscle enzymes at baseline, and MMT-8 at baseline and on follow-up. Causal mediation analysis was performed with age, sex, symptom duration, autoantibodies, diabetes and BMI as independent variables, follow-up MMT-8 as dependent and t-MRI scores as mediating variables. RESULTS: Baseline evaluation was done on 59 and follow-up on 38 patients. Median follow-up of the cohort was 31 (10-57) months. Baseline MMT-8 negatively correlated with muscle oedema (r = -0755), fascial oedema (r = -0.443) and muscle atrophy (r = -0.343). Creatinine kinase (r = 0.422) and aspartate transaminase (r = 0.480) positively correlated with muscle oedema. Follow-up MMT-8 correlated negatively with baseline atrophy (r = -0.497) and fatty infiltration (r = -0.531). On follow-up, MMT-8 males had positive total effect (estimate (95%CI)) via atrophy [2.93 (0.44, 4.89)] and fatty infiltration [2.08 (0.54, 3.71)]. Antisynthetase antibody had a positive total effect via fatty infiltration [4.50 (0.37, 7.59)]. Age had a negative total effect via atrophy [-0.09 (0.19, -0.01)] and fatty infiltration [-0.07 (-0.15, -0.01)]. Disease duration had a negative total effect via fatty infiltration [-0.18 (-0.27, -0.02)]. CONCLUSION: Baseline fatty infiltration and muscle atrophy resulting from older age, female sex, longer disease duration and absent anti-synthetase antibodies, partly mediate muscle recovery in IIM.

Etiology and Outcomes of Rapidly Progressive Glomerulonephritis in Children: A Retrospective Cohort Study.

OBJECTIVE: To study the clinico-etiological spectrum and outcomes of children with rapidly progressive glomerulonephritis (RPGN). METHODS: This retrospective cohort study evaluated patients <18 years with RPGN, over an 8-year period (2014-2022), for etiology and kidney outcomes. RESULTS: Among 68 RPGN cases [median age 10 (7,12) years], 23 (33.8%) had lupus nephritis, 21 (30.9%) C3 glomerulopathy, and 15 (22.1%) infection-related glomerulonephritis (IRGN). At presentation, 18 (26.4%) patients had pulmonary edema, 20 (29.4%) had hypertensive emergency and 22 (32.4%) required dialysis. Median (IQR) follow-up duration was 24.5 (12,48) months. The median (IQR) admission eGFR was 19 (10.93, 38.60) mL/min/1.73 m2, which increased to 126 (102.7,142) mL/min/1.73m2 at the last follow-up. At the last follow-up, 39 (57.3%) and 13 (19.1%) patients attained complete and partial renal recovery, respectively; while 16 (23.5%) progressed to CKD stage 2 and beyond. The prevalence of end stage kidney disease (ESKD) was 7.3% at 1-year and 7.7% at the last follow-up. Factors predicting kidney survival were duration of symptoms prior to presentation ≥7 days, crescents ≥37.5%, and presence of fibrous crescents/segmental sclerosis. CONCLUSION: Lupus nephritis, was the commonest etiology of RPGN in children. Renal outcomes were determined by pre-admission symptoms, and percentage and stage of crescents.

Validation of Risk Stratification for Cardiac Events in Pregnant Women With Valvular Heart Disease.

BACKGROUND: Most risk stratification tools for pregnant patients with heart disease were developed in high-income countries and in populations with predominantly congenital heart disease, and therefore, may not be generalizable to those with valvular heart disease (VHD). OBJECTIVES: The purpose of this study was to validate and establish the clinical utility of 2 risk stratification tools-DEVI (VHD-specific tool) and CARPREG-II-for predicting adverse cardiac events in pregnant patients with VHD. METHODS: We conducted a cohort study involving consecutive pregnancies complicated with VHD admitted to a tertiary center in a middle-income setting from January 2019 to April 2022. Individual risk for adverse composite cardiac events was calculated using DEVI and CARPREG-II models. Performance was assessed through discrimination and calibration characteristics. Clinical utility was evaluated with Decision Curve Analysis. RESULTS: Of 577 eligible pregnancies, 69 (12.1%) experienced a component of the composite outcome. A majority (94.7%) had rheumatic etiology, with mitral regurgitation as the predominant lesion (48.2%). The area under the receiver-operating characteristic curve was 0.884 (95% CI: 0.844-0.923) for the DEVI and 0.808 (95% CI: 0.753-0.863) for the CARPREG-II models. Calibration plots suggested that DEVI score overestimates risk at higher probabilities, whereas CARPREG-II score overestimates risk at both extremes and underestimates risk at middle probabilities. Decision curve analysis demonstrated that both models were useful across predicted probability thresholds between 10% and 50%. CONCLUSIONS: In pregnant patients with VHD, DEVI and CARPREG-II scores showed good discriminative ability and clinical utility across a range of probabilities. The DEVI score showed better agreement between predicted probabilities and observed events.

Normative data for aquagenic wrinkling of palms in children 1-15 years of age: A cross-sectional study.

BACKGROUND: Aquagenic wrinkling of palms (AWP) is emerging as a screening test for cystic fibrosis (CF). There is lack of normative data for the same in our population. OBJECTIVES: To generate normative data for AWP in children 1-15 years of age and to describe the factors associated with it. METHODS: Children aged 1-15 years were enrolled after obtaining informed consent and assent of the parent and child based on age. Information regarding age, gender, anthropometry, indications for visiting hospital and drug intake were noted down. Wrinkling test was done using distilled water maintained in room temperature. Sweat chloride analysis was done using Nano duct sweat analysis system for children having AWP within 3 min. The mean/median time to wrinkle was noted and presented as centile curves after smoothing. RESULTS: The mean (SD) and median (interquartile range [IQR]) aquagenic wrinkling time in children 1-15 years of age was 4.88 (1.066) and 5 (4-5.75) minutes respectively. The mean (SD) and median (IQR) time for AWP was 4.78 (1.076) and 5 (4-5) minutes respectively for boys and 4.98 (1.048) and 5 (4-6) minutes, respectively for girls. The time taken to wrinkle was observed to increase with age. Males have earlier AWP than females. There was no association between AWP and anthropometry or sweat chloride levels. CONCLUSION: We have estimated the normative data for AWP in children 1-15 years of age which can be used for CF screening in children with typical clinical features from resource limited settings.

Growth Parameters in Adolescents With Idiopathic Nephrotic Syndrome Diagnosed at the Age of 1-6 Years.

OBJECTIVE: To determine the prevalence of impaired growth parameters (height and BMI z scores) among adolescents aged 10-19 years, with onset of idiopathic nephrotic syndrome between the age of 1 and 6 years. METHODS: A cross-sectional study was conducted among adolescents aged 10-19 years with onset of idiopathic nephrotic syndrome between the age of 1-6 years, and under regular follow-up at our center. The data were retrieved for a 10-year period (2012-2022). The current weight, height and body mass index (BMI) were recorded and interpreted as per world Health Organization (WHO) growth standards. RESULTS: 116 adolescents [60 Frequently relapsing nephrotic syndrome (FRNS)/Steroid dependent nephrotic syndrome (SDNS), and 56 Steroid resistant nephrotic syndrome (SRNS)] patients were enrolled with median (IQR) age of 133 (120,168) months and age at disease onset of 48 (26,68) months. The proportion of children with overweight (BMI for age >1z and cushingoid features), obesity (BMI for age >2z), stunting (height for age (HFA) <2z), and severe stunting (HFA <3z) were 29 (25%), 3 (2.6%), 31 (26.7%), and 7 (6%), respectively. The median (IQR) cumulative steroid dose for FRNS/SDNS and SRNS group was 19986.96 (14597.1, 26181.96) mg/m2 and 14385 (10758.82, 21355.95) mg/m2, respectively (P=0.003). CONCLUSION: The proportion of short stature and overweight was high among adolescents with nephrotic syndrome, emphasizing the need for measures to reduce steroid use and other measures to support growth.

Echocardiographic nomograms and Z-scores for term Indian neonates.

Background: The availability of nomograms is crucial for the correct interpretation of pediatric and neonatal echocardiograms. Echocardiographic Z-score applications/websites use Western nomograms as reference, which may not be an appropriate standard for gauging Indian neonates. Currently available Indian pediatric nomograms either have not included neonates or have not been specifically designed for neonates. This gross underrepresentation of neonates renders available nomograms unreliable for use as standards for comparison. Objectives: The objective of this study was to collect normative data for the measurement of various cardiac structures using M-Mode and two-dimensional (2D) echo in healthy Indian neonates and to derive Z-scores for each measured parameter. Methods: Echocardiograms were performed on healthy term neonates (within first 5 days of life). Birth weight and length were recorded, and body surface area was calculated using Haycock's formula. Twenty M-mode and 2D-echo parameters were measured (including left ventricular dimensions, atrioventricular valves, and semilunar valves' annuli sizes, pulmonary artery and branches, aortic root, and arch). Results: We studied 142 neonates (73 males) with a mean age of 1.83 ± 1.12 days and mean birth weight of 2.89 ± 0.39 Kg. Regression equations with linear, logarithmic, exponential and square root models were tested to select the best model of fit for the relationship between birth weight and each echocardiographic parameter. Scatter plots and nomogram charts with Z-scores were prepared for each echocardiographic parameter. Conclusions: Our study provides nomograms with Z-scores for term Indian neonates weighing between 2 kg and 4 kg at birth, within first 5 days of life, for a set of echocardiographic parameters that are frequently used in clinical practice. This nomogram has poor predictability for babies at extremes of birth weight. There is a need for further indigenous studies to include neonates at extremes of weight, both term, and preterm.

Clusters based on demography, disease phenotype, and autoantibody status predicts mortality in lupus: data from Indian lupus cohort (INSPIRE).

OBJECTIVES: SLE is associated with significant mortality, and data from South Asia is limited. Thus, we analysed the causes and predictors of mortality and hierarchical cluster-based survival in the Indian SLE Inception cohort for Research (INSPIRE). METHODS: Data for patients with SLE was extracted from the INSPIRE database. Univariate analyses of associations between mortality and a number of disease variables were conducted. Agglomerative unsupervised hierarchical cluster analysis was undertaken using 25 variables defining the SLE phenotype. Survival rates across clusters were assessed using non-adjusted and adjusted Cox proportional-hazards models. RESULTS: Among 2072 patients (with a median follow-up of 18 months), there were 170 deaths (49.2 deaths per 1000 patient-years) of which cause could be determined in 155 patients. 47.1% occurred in the first 6 months. Most of the mortality (n = 87) were due to SLE disease activity followed by coexisting disease activity and infection (n = 24), infections (n = 23), and 21 to other causes. Among the deaths in which infection played a role, 24 had pneumonia. Clustering identified four clusters, and the mean survival estimates were 39.26, 39.78, 37.69 and 35.86 months in clusters 1, 2, 3 and 4, respectively (P < 0.001). The adjusted hazard ratios (HRs) (95% CI) were significant for cluster 4 [2.19 (1.44, 3.31)], low socio-economic-status [1.69 (1.22, 2.35)], number of BILAG-A [1.5 (1.29, 1.73)] and BILAG-B [1.15 (1.01, 1.3)], and need for haemodialysis [4.63 (1.87,11.48)]. CONCLUSION: SLE in India has high early mortality, and the majority of deaths occur outside the health-care setting. Clustering using the clinically relevant variables at baseline may help identify individuals at high risk of mortality in SLE, even after adjusting for high disease activity.

Etiology and outcomes of acute kidney disease in children: a cohort study.

BACKGROUND: There is paucity of information regarding the etiology and outcomes of Acute Kidney Disease (AKD) in children. METHODS: The objectives of this cohort study were to evaluate the etiology and outcomes of AKD; and analyze predictors of kidney survival (defined as free of CKD 2, 3a, 3b, 4 or 5). Patients aged 1 month to 18 years who developed AKD over a 4-year-period (January 2018-December 2021) were enrolled. Survivors were followed-up at the pediatric nephrology clinic, and screened for residual kidney injury. RESULTS: Among 5710 children who developed AKI, 200 who developed AKD were enrolled. The median (IQR) eGFR was 17.03 (10.98, 28) mL/min/1.73 m2. Acute glomerulonephritis, acute tubular necrosis (ATN), hemolytic uremic syndrome (HUS), sepsis-associated AKD, and snake envenomation comprised of 69 (34.5%), 39 (19.5%), 24 (12%), 23 (11.5%) and 15 (7.5%) of the patients respectively. Overall, 88 (44%) children required kidney replacement therapy (KRT). There were 37 (18.5%) deaths within the AKD period. At a follow-up of 90 days, 32 (16%) progressed to chronic kidney disease stage-G2 or greater. At a median (IQR) follow-up of 24 (6, 36.5) months (n = 154), 27 (17.5%) had subnormal eGFR, and 20 (12.9%) had persistent proteinuria and/or hypertension. Requirement of KRT predicted kidney survival (free of CKD 2, 3a, 3b, 4 or 5) in AKD (HR 6.7, 95% CI 1.2, 46.4) (p 0.04). CONCLUSIONS: Acute glomerulonephritis, ATN, HUS, sepsis-associated AKD and snake envenomation were common causes of AKD. Mortality in AKD was 18.5%, and 16% progressed to CKD-G2 or greater at 90-day follow-up.

Comparison of diagnostic accuracy of models combining the renal biomarkers in predicting renal scarring in pediatric population with vesicoureteral reflux (VUR).

INTRODUCTION: Renal scarring is prominently observed in children with vesicoureteral reflux (VUR) and can lead to complicated renal outcomes. Although biopsy is the gold standard to detect renal scarring, it is an invasive procedure. There are established renal biomarkers which can help detect renal scarring. Individual biomarkers have not shown to have extensively good discriminatory ability for this. AIM: This paper aims at combining the values of multiple biomarkers in models to detect renal scarring. METHODOLOGY: Secondary data with the values of renal biomarkers like kidney injury molecule-1, neutrophil gelatinase-associated lipocalin (NGAL), and urinary creatinine along with the renal scarring status was considered. Logistic regression, discriminant analysis, Bayesian logistic regression, Naïve Bayes, and decision tree models were developed with these markers. The discriminatory ability of individual biomarkers along with the models was assessed using the area under the curve from ROC curve. Sensitivity, specificity, and misclassification rates were estimated and compared. RESULTS: NGAL was the most predominant renal biomarker in classifying the patients with renal scarring (AUC: 0.77 (0.67, 0.87); p value < 0.001). Each of the model performed better than individual biomarkers. Decision tree (AUC: 0.83 (0.74, 0.91); p value < 0.001) and Naïve Bayes model (misclassification rate = 20.2%) performed the best amongst the models. CONCLUSION: Combining the values of renal biomarkers through a statistical or machine learning model to detect renal scarring is a better approach as compared to considering individual renal biomarkers.

Estimating Air Pollution in Operation Rooms Generated from Cautery, Drills, and Other Equipment, Utilizing a Particulate Counter and Gas Analyzer.

Background: Air pollution, especially indoor air pollution, is increasingly recognized as a worldwide hazard that reduces life expectancy. Pollution caused by equipment such as surgical cautery is not just a nuisance but a workplace hazard that exposes the staff to respirable particulate matter and toxic chemical agents. It has not yet received much recognition in India, nor have mitigating measures like smoke evacuators and dedicated scavenging systems become prevalent. Methods: We aimed to do a prospective observational study of the extent of this hazard in the operation rooms in our tertiary care, Government-run hospital using a consumer-grade pollution measuring equipment (CAIR +™, Prana Air, New Delhi). We measured and compared the particulate pollutant matter (PM) levels, Total Volatile Organic Compounds (TVOC), formaldehyde, and carbon dioxide at multiple areas of interest at different time points. Results: The particulate pollution level in PM 1.0, PM 2.5, and PM 10 and TVOCs rose many times the baseline near the surgical team during cautery use. It remained high near the anesthesia workstation. The median PM 2.5 level in µg/m3(micrograms/cubic meter) was 181 near the surgical team during cautery use, and it was 25 at the anesthesia workstation. This peak level was 30 times the basal level of 6 µg/m3 at the start of the day and was above the annual population-weighted mean PM 2·5 breakpoint of 40 µg/m3 recommended by the National Ambient Air Quality Standards in India. Conclusions: The pollution levels increase dramatically when surgical cautery is used, potentially exposing the team to large peak elevations in particulate matter and TVOCs. We recommend the mandatory use of smoke evacuators and optimization of the air conditioning.

Perioperative antimicrobial prophylaxis in clean-contaminated head and neck squamous cell cancer surgeries: Is less better?

Introduction: Judicious use of antibiotics and stringent adherence to practice guidelines is the need of the hour as antibiotic resistance is a rampant problem. Despite several reports in the literature describing the optimal duration of antibiotics, there is no consensus. A "one for all" protocol may be impractical and hence the guidelines need to be tweaked to take into consideration local factors. We designed a protocol for prophylactic antibiotics in clean-contaminated head and neck cancer squamous cell carcinoma (HNSCC) surgeries to prevent unchecked abuse and evaluated its feasibility. Materials and Methods: Two hundred consecutive patients who underwent a clean-contaminated surgery for HNSCC between January 2017 and December 2019 were included. Single-dose intravenous amoxicillin-clavulanate at induction followed by three doses of amoxicillin-clavulanate, metronidazole, and amikacin in the postoperative period was used. Adherence to the antibiotic protocol was assessed from a prospectively maintained database. Results: The mean age was 55.99 ± 11.71 years. The protocol was effective in 70% of the patients with an acceptable surgical site infection (SSI) rate of 12%. Flap-related complications (9.5%) and oro-cutaneous fistula (5%) were common causes of prolonged antibiotics. On univariate analysis, blood transfusion (P = .014), clinical stage at presentation (P = .028), patients undergoing reconstruction (P = .001), longer operative time (P = .009), and pathological T stage (P = 0.03) were at higher chance of deviating from the protocol. On multivariate analysis, age more than 50 years (OR: 2.14, 95% CI: (1.01, 4.52); P value = 0.047) and reconstruction (OR: 3.36, 95% CI: (1.21, 9.32); P value = 0.020) were found to be significant. Conclusions: A three-dose perioperative antibiotic prophylaxis in clean-contaminated HNSCC surgeries is feasible. Similar protocols should be developed and validated at other major centers to limit the unnecessary use of antibiotics and prevent the emergence of antibiotic resistance.

Factors associated with high cardiovascular risk in psoriatic arthritis and non-psoriatic spondyloarthritis.

To identify the association between traditional cardiovascular risk factors, diseases related factors, body composition and adipokines with high cardiovascular risk (HCVR) in psoriatic arthritis and non-psoriatic spondyloarthritis. This was a cross-sectional study involving age and BMI matched adults with psoriatic arthritis (PsA) (n = 56) and non-psoriatic spondyloarthritis (nPsA-SpA) (n = 58). Body composition using whole-body dual energy X-ray absorptiometry, adipokines and disease characteristics along with cardiovascular risk scoring QRISK3 and carotid intimal medial thickness (CIMT) was collected. Individuals with a QRISK3 ≥ 10% or CIMT of ≥ 75 percentile of the general population were categorised as HCVR. Predictors of HCVR were determined by logistic regression. HCVR was detected in 39 (34.2%) of the patients. After adjusting for all the factors, sarcopenia (aOR-15.83; 95% CI 1.16-215.48; p = 0.038) and presence of any traditional CV comorbidity (aOR: 18.97; 95% CI 1.63-221.29; p = 0.019) were associated with HCVR. nPsA-SpA had a 97% lesser chance of having HCVR as compared to PsA. The ROC curve analysis for the multiple logistic regression model which estimated the AUC as 0.787 (95% CI 0.701-0.874) and a P value < 0.001. Adipokine levels correlated well with body composition, but not with HCVR. PsA has a higher CV risk and the mechanisms for the same are poorly understood. Sarcopenia is an important determinant of HCVR and may be due to ectopic adipose tissue deposition in skeletal muscles. Focused physical therapy to prevent sarcopenia, optimum treatment of traditional CV risk factors and adequate disease control may help in preventing atherosclerosis in SpA.

A nomogram for predicting the risk of neck node metastasis in oral cavity carcinoma using acoustic radiation force impulse imaging (ARFI).

BACKGROUND: The study was conducted to assess the accuracy power of Acoustic radiation force impulse imaging (ARFI) and generate a nomogram using ultrasound and ARFI to predict malignant cervical lymph nodes in head and neck squamous cell carcinoma. MATERIAL AND METHODS: 374 cervical lymph nodes from 67 patients were evaluated. The B-mode ultrasonography and the elastography findings were compared with the final histopathological diagnosis. Radiological variables were used to construct nomogram and clinical utility of the nomogram was cross-validated. RESULTS: In univariate analysis, status of the hilum, Long Axis Diameter, Short axis diameter, colour virtual touch imaging grade (VTI) and shear wave velocity were significant in predicting metastasis in the cervical lymph nodes. In multivariable analysis, it was found that predominance of red over yellow area on colour VTI was significantly associated with lymph node metastasis. A multiple logistic regression performed to ascertain the effects of on the likelihood that patients had lymph node metastasis on histopathology was statistically significant, χ2(10) = 44.96, p < 0.001. The model was able to correctly classify 93.28% of cases and the concordance index (c-index) was estimated to be 0.8773. A nomogram was thus established to predict metastasis in cervical lymph nodes. CONCLUSIONS: ARFI increases the diagnostic accuracy of conventional USG in predicting metastatic lymph nodes in HNSCC. Adding the constructed nomogram to the conventional diagnostic pathway can provide an alternative option to frozen section and FNAC.

Types of biological variables.

Identification and description of variables used in any study is a necessary component in biomedical research. Statistical analyses rely on the type of variables that are involved in the study. In this short article, we introduce the different types of biological variables. A researcher has to be familiar with the type of variable he/she is dealing with in his/her research to decide about appropriate graphs/diagrams, summary measures and statistical analysis.