Pedi-R-MAPP | the development, testing, validation, and refinement of a digital nutrition awareness tool

BACKGROUND & AIMS

The Remote Malnutrition Application (R-MAPP) was developed during the COVID-19 pandemic to provide support for health care professionals (HCPs) working in the community to complete remote nutritional assessments and provide practical guidance for nutritional care. R-MAPP was adapted into Pediatric Remote Malnutrition Application (Pedi-R-MAPP) using a modified Delphi consensus, with the goal of providing a structured approach to completing a nutrition focused assessment as part of a technology enabled care service (TECS) consultation. The aim of this study was to develop and validate a digital version of Pedi-R-MAPP using the IDEAS framework (Integrate, Design, Assess and Share).

METHODS

A ten-step process was completed using the IDEAS framework. This involved the four concept processes; Stage-1, Integrate (Step 1-3) identify the problem, specify the goal, and use an evidence-based approach. Stage-2, (Step 4-7) design iteratively and rapidly with user feedback. Stage 3, (Step 8-9) Assess rigorously, and Stage 4 (Step 9-10) publish and launch of the tool.

RESULTS

Stage 1:Evidence-based development, Pedi-R-MAPP was developed using Delphi consensus methodology. Stage 2:Iteration & design, HCPs (n = 22) from UK, Europe, South Africa, and North America were involved four workshops to further develop a paper prototype of the tool and complete small-scale testing of a beta version of the tool which resulted in eight iterations. Stage 3:Assess rigorously, Small scale retrospective testing of the tool on children with congenital heart disease (n = 80) was completed by a single researcher, with iterative changes made to improve agreement with summary advice. Large scale testing amongst (n = 745) children in different settings was completed by specialist paediatric dietitians (n = 15) advice who recorded agreement with the summary advice compared with their own clinical assessment. Paediatric dietitians were in overall agreement with the summary advice in the tool 86% (n = 640), compared to their own clinical practice. The main reasons for disagreement were i) frequency of planned review 57.1% (n = 60/105), ii) need for ongoing dietetic review due to chronic condition 20.0% (n = 21/105), iii) disagreement with recommendation for discharge 16.2% (n = 17/105) and iv) concerns with faltering growth and/or need for condition specific growth charts 6.7% (7/105). Iterative changes were made to the algorithm, leading to an improvement in agreement of the summary advice on re-evaluation to 98% (p=<0.0001).

CONCLUSION

A digital version of the Pedi-R-MAPP nutrition awareness tool was developed using the IDEAS framework. The summary advice provided by the tool achieved a high level of agreement when compared to paediatric dietetic assessment, by providing a structured approach to completing a remote nutrition focused assessment, along with identifying the frequency of follow-up or an in-person assessment.

Patient, parent and professional perception of the use of maintenance enteral nutrition in Paediatric Crohn's Disease

AIM

Maintenance enteral nutrition (MEN) is routinely used in Paediatric Crohn's Disease (CD) to prolong remission although there is limited evidence for efficacy and a lack of formal guidelines. This study surveyed patients', parents' and professional experience with MEN.

METHODS

Two questionnaires were developed to survey the experience of MEN; (i) Patients/Parents (children >10 years of age aimed to complete independently) and (ii) Dietitians. Questionnaires were sent to families prescribed MEN after exclusive enteral nutrition (EEN) between 2015-17 (n = 77) and dietitians working in paediatric regional centres in UK (n = 23).

RESULTS

Response rate to the questionnaires was 53% patients, 62% parents and 83% dietitians. Patients/parents reported medical/dietetic advice to be the primary factor affecting compliance, 30% patients reported side effects. Fifty-six per cent of patients/58% parents stated a preference for dietary advice rather than MEN. Dietetic responses indicated 79% used MEN after EEN as standard procedure and 79% did not have exit criteria for MEN. Sixty-eight per cent perceived the taste was the primary factor affecting patient compliance.

CONCLUSION

Patients' perception of the usefulness of MEN differs to professionals. This study highlights the extensive practice of MEN after EEN in clinical remission, which may not be nutritionally indicated. Patient preference is for dietary advice rather than MEN.

Nutritional support in paediatric Crohn's disease: outcome at 12 months

AIM

Paediatric Crohn's disease (CD) is associated with growth delay and poor nutritional status. Maintenance enteral nutrition (MEN) supplementation is a potential adjunct to improve growth/prolong remission.

METHODS

Newly diagnosed CD patients were identified. Anthropometry, treatments and outcomes were collected for 12 months following diagnosis. Data are presented as medians.

RESULTS

A total of 102 patients were identified (age = 13 years, 76% male), 58 (57%) completed exclusive enteral nutrition (EEN) as induction therapy, and 77 (75%) entered clinical remission. Following induction, 58 (57%) of all patients continued MEN and 44 (43%) consumed normal diet (ND). BMI Z-score increased (diagnosis-12 months) for EEN (-1.41 to -0.21 (p = <0.0001)) and steroid groups (-0.97 to -0.11 (p = 0.001)). BMI Z-score increased (post induction - 12 months) for MEN (-0.62 to -0.44 (p = 0.04)) but not ND (-0.33 to -0.4 (p = 0.79)). Height Z-score did not increase for any treatment group over 12 months. MEN and ND group relapse rates were similar at six months, MEN = 21/58 (36%); ND = 21/44 (48%) (p = 0.24) and 12 months, MEN = 24/58 (41%); ND = 13/44 (30%) (p = 0.22). Fewer patients treated with EEN then MEN relapsed less than six months, 14 of 43 (33%), compared to patients treated with steroids then ND 16/29 (55%) (p = 0.09).

CONCLUSION

BMI Z-score increased but height Z-score remained unchanged over 12 months for the MEN group. Use of MEN was not associated with prolonged time to relapse. Prospective studies are required to examine the utility of MEN.

Classification of Paediatric Inflammatory Bowel Disease using Machine Learning

Paediatric inflammatory bowel disease (PIBD), comprising Crohn's disease (CD), ulcerative colitis (UC) and inflammatory bowel disease unclassified (IBDU) is a complex and multifactorial condition with increasing incidence. An accurate diagnosis of PIBD is necessary for a prompt and effective treatment. This study utilises machine learning (ML) to classify disease using endoscopic and histological data for 287 children diagnosed with PIBD. Data were used to develop, train, test and validate a ML model to classify disease subtype. Unsupervised models revealed overlap of CD/UC with broad clustering but no clear subtype delineation, whereas hierarchical clustering identified four novel subgroups characterised by differing colonic involvement. Three supervised ML models were developed utilising endoscopic data only, histological only and combined endoscopic/histological data yielding classification accuracy of 71.0%, 76.9% and 82.7% respectively. The optimal combined model was tested on a statistically independent cohort of 48 PIBD patients from the same clinic, accurately classifying 83.3% of patients. This study employs mathematical modelling of endoscopic and histological data to aid diagnostic accuracy. While unsupervised modelling categorises patients into four subgroups, supervised approaches confirm the need of both endoscopic and histological evidence for an accurate diagnosis. Overall, this paper provides a blueprint for ML use with clinical data.

Presenting phenotype of paediatric inflammatory bowel disease in Wessex, Southern England 2010-2013

AIM

There has been at least a twofold increase in the incidence of paediatric inflammatory bowel disease (PIBD) over the last 20 years; we report the presenting features from 2010 to 2013 and compare with previous data.

METHODS

All patients diagnosed with PIBD at University Hospitals Southampton from 2010 to 2013 were identified from an in-house database. Data were obtained from paper and electronic notes. Height, weight and BMI SDS are presented as median values (95% CI).

RESULTS

One hundred and seventy-two patients were included (median age at diagnosis 13.5, 115 male); Crohn's disease (CD) - 107, UC - 50, inflammatory bowel disease unclassified (IBDU) - 15. The most common presenting features of CD were abdominal pain (86%), diarrhoea (78.5%) and weight loss (56.1%); 42.1% of patients had all three. In UC blood in stool (92%), diarrhoea (92%) and abdominal pain (88%) were the most common; all three in 76% of patients. CD presented with ileocolonic disease in 52.5%. UC presented with pancolitis in 64%. There was growth delay in CD: height -0.37 (-0.60 to -0.14); weight -1.09 (-1.35 to -0.83). Growth was maintained in UC: height 0.53 (0.19 to 0.87); weight 0.14 (-0.20 to 0.48).

CONCLUSION

Paediatric inflammatory bowel disease phenotype remains as extensive despite increasing incidence. Although the classical phenotype is common, a reasonable proportion present with atypical features, normal growth and normal blood markers.

An unlikely cause of severe malnutrition in a 3-year-old girl with previous gastroschisis

A 3-year-old girl with previous gastroschisis associated with jejunal and colonic atresia presented with severe oedema, abdominal pain and diarrhoea. Clinically she was malnourished. Serum albumin and concentrations of micronutrients were low. A barium meal examination showed jejunal dilation. A stricture was suspected and the patient was taken to theatre where an 8 cm length of bowel was resected including a jejunal stricture at the point of previous atresia repair. Inside the proximal dilated jejunum was a large trichobezoar (hairball), thought to be acting as a ball valve inside the bowel. This girl made a rapid recovery after surgery. Her nutritional state improved, symptoms resolved and serum biochemistry normalised. She remains well at follow-up with normal blood results, normal albumin and no diarrhoea.

Rising incidence of paediatric inflammatory bowel disease (PIBD) in Wessex, Southern England

BACKGROUND

There has been a significant increase in the incidence of paediatric inflammatory bowel disease (PIBD) over the last 25 years although there is no recent data from England. We aimed to analyse changes in incidence within a defined English population over the last decade and compare this to recent and historical incidence data from comparable studies.

METHODS

The new diagnosis incidence of PIBD (age less than or equal to 16 years) was recorded from a prospective database for a geographically defined area within Southern England (2002-2012). Data were analysed for two separate time periods (cohort 1:2002-2006 and cohort 2:2008-2012) and compared to data from the British Paediatric Surveillance Unit (BPSU) survey in 1998/1999. Data were analysed by age, sex and disease type.

RESULTS

There has been an increase in incidence of PIBD from 6.39/100,000/year during cohort 1 to 9.37/100,000/year during cohort 2 (p=0.0002). This compares with the BPSU incidence data in England (1998-1999) of 5.2/100,000/year. There was no statistically significant difference in median age of diagnosis between cohorts (p=0.46). The incidence of Crohn's disease (CD) was 3.8/100,000/year in cohort 1 rising to 5.85/100,000/year in cohort 2 (p=0.001). The incidence of ulcerative colitis (UC) was 2.01/100,000/year in cohort 1 rising to 2.62/100,000/year in cohort 2 (p=0.1458). Overall PIBD incidence is higher in males in cohort 1 (male-to-female ratio 1.35:1) and cohort 2 (male-to-female ratio 1.5:1).

CONCLUSIONS

The incidence of PIBD continues to increase with a rise of almost 50% in the last decade in Southern England. The reasons for this increase remain unclear.

Relative value of prostate-specific antigen and prostatic acid phosphatase in diagnosis and management of adenocarcinoma of prostate. Ohio State University experience

Serum concentrations of prostate-specific antigen (PSA), prostate-specific acid phosphatase (PAP), and transrectal prostatic ultrasound were utilized in the evaluation of 193 men with various urologic disorders. Of the 193 patients, 48 had prostate cancer, and the other 145 included 5 with genitourinary neoplasms, 69 with benign prostatic hypertrophy, and 71 with other non-neoplastic genitourinary disease. PSA levels were elevated in 35 patients with prostate cancer and in 25 of the 145 without prostate cancer. PAP levels were elevated in 15 with prostate cancer and in 2 of the 145 without prostate cancer. The data indicate that PSA is a more sensitive but less specific tumor marker than PAP in the detection of prostate cancer. PSA appears to be more sensitive than PAP in monitoring the response to treatment. The use of PSA and PAP jointly to detect and to monitor prostate cancer did not appear to enhance the clinical utility over that of PSA alone.

Eruption pattern of permanent molars: implications for school-based dental sealant programs

Dental caries remains a prevalent, chronic disease of childhood. The preponderance of dental caries is located on the pit and fissure surfaces of teeth, an area where dental sealants are most effective in preventing this malady. In the school year 1987-88, 4,879 Ohio schoolchildren participated in an assessment of dental health. Grades chosen for this assessment included 1, 2, 3, 6, 7, 8, and 11. This study focuses on eruption of first and second permanent molars in development of a timing strategy for placement of occlusal sealants in a school-based program. An eruption score was developed for the determination of the first or second molar eruption status for each child. The data were analyzed for grade, sex, race, locale, fluoridation status, and percent of children on free or reduced-cost lunch programs. Analyses were performed on 2,215 children in grades 1-3 and 1,840 children in grades 6-8. Fifty-seven percent of first graders had all first permanent molars sufficiently erupted for sealant placement on the occlusal surface. Likewise, 23.6 percent of sixth graders had sufficient occlusal exposure on the second molar. Females showed an earlier eruption pattern than males for both first (P less than .05) and second (P less than .001) molars. Black children preceded white children only in the eruption of the second molar (P less than .001). This study provides dental public health decision makers with state-specific information on the earliest time to initiate a school-based occlusal sealant program.(ABSTRACT TRUNCATED AT 250 WORDS)

Wrist ratio correlation with carpal tunnel syndrome in industry

Employees from a large midwestern automobile manufacturing plant completed a preemployment evaluation which included a personal and family history, physical examination, and wrist ratio determinations obtained by dividing the anteroposterior diameter by the mediolateral diameter of the wrist. Over a 3-year period, 80 of these employees who developed symptoms compatible with carpal tunnel syndrome within 4-12 months of employment were entered into the study and were evaluated with standard electrodiagnostic techniques. The symptoms included nocturnal hand pain, paresthesia and weak grasp. Thirty-nine of the 80 employees had wrist ratios equal to or greater than 0.70. Twenty-four percent of the employees with wrist ratios less than 0.70 had abnormal electrodiagnostic studies compared with 74% of employees with wrist ratios greater than or equal to 0.70. Regression analysis performed on the data revealed a significant positive correlation between distal median motor latency and wrist ratio (P = 0.001). The study suggests the practical value of wrist ratio determination in job placement.

Comparison of Kodak D-speed and E-speed x-ray film in detection of proximal caries

Due to the differences in the findings of earlier studies, it was decided to investigate further and compare the two film types. This study compared the radiographic images of proximal caries lesions on D-speed radiographic film with those seen on an E-speed radiograph. No significant difference was found in the ability of dentists to diagnose.

Barrier techniques and hepatitis B vaccine policies in dental components of local health agencies

National health organizations have issued guidelines for barrier control techniques against infectious diseases and for inoculation against hepatitis B. This study surveys the policies of local health agencies regarding the safeguards used in protecting their employees. Local health agencies (N = 201) operating independently of state health departments were mailed questionnaires seeking information regarding glove, mask, and eyewear policies, as well as hepatitis B vaccine policies for new and current employees. Of the 156 programs returning the survey, 127 (76.6%) reported having a clinical component. Many agencies did not require infection control policies to be implemented for every patient. Agencies that had dental directors who have held their positions for fewer than four years were more likely to have requirements for gloves and masks than agencies run by directors with longer tenure. Those agencies that provided dental treatment to inmates at correctional institutions were also more likely to require infection control policies. The data indicate policy inconsistencies among local dental health programs nationwide. Of considerable concern is the fact that infection control was not identified as a priority for the near future. Many local health agencies would benefit from further education in infection control.

Platelet-mediated bleeding caused by broad-spectrum penicillins

One hundred fifty-six hospitalized adult patients treated with ticarcillin, piperacillin, mezlocillin, or cefotaxime (control) were prospectively observed for determination of frequencies of platelet dysfunction and bleeding. Increases in bleeding times (greater than or equal to 5 min above pretreatment values) occurred in 73% of patients receiving ticarcillin, 43% receiving piperacillin, 25% receiving mezlocillin, and 17% receiving cefotaxime (P less than .0001); chemotherapy, thrombocytopenia, age of greater than or equal to 60 years, dose of greater than or equal to 12 g per day, and duration of treatment of six or more days were significant covariables. Significant bleeding occurred in 34% of patients treated with ticarcillin, 17% with piperacillin, 2% with mezlocillin, and 5% with cefotaxime (P = .0005); chemotherapy, thrombocytopenia, primary marrow disorders affecting platelet function, prolonged prothrombin time, and azotemia were significant covariables. Bleeding was associated with an elevated pretreatment bleeding time, an increase in bleeding time during treatment, and the maximal observed bleeding time during treatment (P less than .0001).

An analysis of the determinants of exercise performance in congestive heart failure

Twenty-nine patients with chronic congestive heart failure underwent symptom-limited maximal exercise to define the determinants and predictors of exercise capacity in this condition. Clinically, the combination of age, cardiothoracic ratio, and left ventricular displacement was moderately predictive of exercise capacity (R2 = 0.44, p = 0.004). Noninvasive and angiographic measurements of ventricular performance failed to predict maximal exercise duration. Resting systemic and pulmonary arteriolar resistances correlated modestly with maximal effort tolerance (supine: R2 = 0.25, p = 0.02; upright: R2 = 0.38, p = 0.002). At a predetermined level of submaximal exercise, changes in heart rate and pulmonary arteriolar resistance plus the absolute value of systemic arteriolar resistance correlated moderately with exercise duration (R2 = 0.44, p = 0.003). For all parameters examined, exercise capacity was most reliably determined during the transition from submaximal to maximal exercise through the combination of changes in heart rate and stroke volume and the exercise end point value of systemic arteriolar resistance (R2 = 0.87, p = 0.0001). Exercise capacity in chronic cardiac failure appears to be best explained by the patient's ability to increase heart rate and stroke volume beyond a set submaximal stage of exercise. Excessive vascular resistances may further restrain cardiac performance and the delivery of blood to exercising structures during exhaustive exercise.

The beta error and sample size determination in clinical trials in emergency medicine

In the analysis of a clinical trial an investigator may fail to discern a statistically significant difference in outcome between control and experimental groups, when in fact one exists. Failure to demonstrate such a difference when it actually exists is known as "type II" error, and its probability of occurring is termed "beta." The purpose of our study was to determine the distribution of beta errors in negative trials in the Journal of the American College of Emergency Physicians (JACEP) (1972-1979) and Annals of Emergency Medicine (1980-1984). All negative comparative clinical trials appearing in JACEP and Annals from volume 1 (1972) to volume 13 (1984) were surveyed and were eligible for inclusion in the study. A trial was defined as negative if the investigator specifically stated that there was no significant difference in outcome between the experimental and control groups. For each negative trial the following parameters were calculated: beta error, based on the sample size used and the difference determined to be important to detect clinically; sample size required to detect a clinically meaningful difference as determined by the authors of this study; and minimum true difference that had to be detected in the trial at a beta equal to 0.20, to discern a statistically significant result. For the 13 years surveyed, we found 21 endpoints in 14 negative trials that were analyzable. Only one of the trials (7.1%) addressed the issues of beta errors and sample size determination. In the remaining 13 negative trials, the calculated beta error ranged from .60 to .97. For the endpoints analyzed, a sample size of up to 450 times larger than that used would have been required to detect a clinically important difference.(ABSTRACT TRUNCATED AT 250 WORDS)