Research Article
Open Access
Using Phenotypic Expression in the Diagnosis and Treatment
of Childhood Obesity
Ramona M Wallace*, Alex L Wallace
Muskegon Family Care, Muskegon, MI, USA
*Corresponding author: Ramona M. Kwapiszewski, DO, 2082 Geneva Lane, Norton Shores, MI 49441, USA, Tel: 517-256-8298; E-mail:
@
Received: April 13, 2015; Accepted: July 22, 2015; Published: September 15, 2015
Citation: Wallace RM, Wallace AL (2015) Using Phenotypic Expression in the Diagnosis and Treatment of Childhood Obesity. Obes Page 2 of 6
Control Ther 2(2): 1-6. DOI: http://dx.doi.org/10.15226/2374-8354/2/2/00117
Abstract
Four phenotypes categorize patients participating in the Wellness
Improvement Initiative program. I. Immediate BMI (Body Mass
Index) Reducers expressed a readiness for change and immediately
followed through with the nutrition and exercise portions of the
program. II. Roadblocked BMI Reducers had physical issues that were
uncontrolled, poorly controlled or undiagnosed. III. Psychological
BMI Flat-liners had behavioral health issues, including depression
and anxiety. IV. Roadblocked with Psychological Problems BMI
Reducers experienced physical, psychological and social challenges.
A systematic method of discovery, including these phenotypes,
was used to individualize treatment. The greatest BMI reduction
occurred with compliant participants in phenotypes I and II. The
least successful participants faced a range of physical, psychological
and social problems that likely affected compliance and certainly
hampered weight control efforts.
Introduction
Obesity in children was once viewed as an exception. Now
this disease state is so common that clinicians consider it the new
normal and being overweight as typical [1]. Accurate and helpful
educational resources about healthful eating and losing weight
have become overwhelming for patients, due to aggressive
marketing by the food industry. Additionally, clinicians must
walk the fine line between invoking the social stigma of obesity
and maintaining a productive patient/family relationship that
acknowledges the significant negative health and cost associated
with being significantly overweight. In 2010, the Muskegon
Family Clinic instituted the Wellness Improvement Initiative
to apply “readiness for change” principles from alcohol abuse
studies to a childhood obesity pilot program [2].
During 24 months of the pilot study, patients who demonstrated readiness for change reduced overall Body Mass Index (BMI) through personalized interventions. Several trends emerged and they allowed categorization into four critical phenotypes of obese patients. Our intervention program now incorporates these phenotypes to provide personalized treatment that acknowledges individual barriers to change, as well as reinforcing personal attributes that facilitate weight loss.
During 24 months of the pilot study, patients who demonstrated readiness for change reduced overall Body Mass Index (BMI) through personalized interventions. Several trends emerged and they allowed categorization into four critical phenotypes of obese patients. Our intervention program now incorporates these phenotypes to provide personalized treatment that acknowledges individual barriers to change, as well as reinforcing personal attributes that facilitate weight loss.
Childhood Obesity Program: Wellness
Improvement Initiative (WII)
The Childhood Obesity Program, Wellness Improvement
Initiative (WII) operates at a Federally Qualified Health Center in
inner city Muskegon, Michigan, which provides primary medical
care to a highly underserved, multi-ethnic population. Almost
75% of the adult patient population (Figure 1) and 29% of the
pediatric population is overweight or obese. The high prevalence
of adult obesity presents a significant barrier to enticing children
into healthy lifestyle instruction.
The WII program starts when a health care provider identifies an at-risk or obese child and refers children and their caretakers for evaluation by an obesity specialist, which includes a readiness-for-change assessment (see Appendix). Please note that it is vital to assess readiness for change in both the child and primary caretaker in order to create a social atmosphere of change and behavior modification. Together they are asked questions directed at recognizing, understanding and reflecting on the child’s weight problem [3]. Once they express a readiness for change, then a full history and physical examination is undertaken, with special consideration to their phenotype. We have identified four phenotypes (Figure 2).
The WII program starts when a health care provider identifies an at-risk or obese child and refers children and their caretakers for evaluation by an obesity specialist, which includes a readiness-for-change assessment (see Appendix). Please note that it is vital to assess readiness for change in both the child and primary caretaker in order to create a social atmosphere of change and behavior modification. Together they are asked questions directed at recognizing, understanding and reflecting on the child’s weight problem [3]. Once they express a readiness for change, then a full history and physical examination is undertaken, with special consideration to their phenotype. We have identified four phenotypes (Figure 2).
I. Immediate BMI Reducers
This subset of children and their caretakers expressed a
readiness for change immediately and followed through with
the nutrition and exercise portions of the program. The children
achieved an immediate and sustained reduction in the BMI for
their age (Figure 3). They did not have any significant physical
or emotional barriers for adopting the “5210” model as their
behavioral modification program. This model stipulates 5
servings of fruit or vegetables, a limit of 2 hours of screen time, 1
hour of physical exercise, and 0 or no juice, pop or sugar-flavored
drinks a day, as recommended by the Center for Disease Control
[4].
II. Roadblocked BMI Reducers
The second subset of children had physical problems that
were uncontrolled, poorly controlled or undiagnosed. When the
Figure 1:Body Mass Index (BMI) for Adults at Muskegon Family Care.
Caucasian assignment was based on stored values in the electronic medical records which were self-reported by patients on their first visit.
Figure 2:Percentage of Children (n=126) in Each of the Four Phenotypes of the WII Program.
Figure 3:Average Changes in BMI by Phenotype for Compliant and Noncompliant WII Program Participants. Noncompliance was determined by assessing
food diaries, exercise regimens at home, and attendance at WII classes.
physical problems were addressed and treated, the child and
caretakers were able to comply with the behavior modification
and could implement the changes required for reducing BMI.
Obstructive sleep apnea was the most common comorbidity or
roadblock, followed by mood disorder, uncontrolled asthma,
orthopedic and rheumatologic problems. Sleep disorders were
assessed using a modified Epworth scale and a Mallampati
score based upon the physical exam findings. If either measure
demonstrated moderate risk, the children were sent for overnight
oximetry monitoring. A full sleep study was ordered for highrisk
children. Often, children after undergoing a tonsillectomy
and an adenoidectomy when indicated, the weight reduction
were significantly easier as long as they were compliant with the
behavior modification. Asthma was addressed by first correctly
identifying and adequately controlling the condition in children
who were ready for change. After doing this, the children
displayed a remarkable change in drive and were able to reduce
their BMI rapidly.
The other remarkable subclasses of this roadblock phenotype included acanthosis nigricans, truncal obesity and increased neck diameter. A blood sample for ApoE genotype testing was drawn to help assess cardiac/metabolic risks and determine appropriate medication. An E3/3 genotype indicates a low risk for cardiovascular disease as an adult [5].
The other remarkable subclasses of this roadblock phenotype included acanthosis nigricans, truncal obesity and increased neck diameter. A blood sample for ApoE genotype testing was drawn to help assess cardiac/metabolic risks and determine appropriate medication. An E3/3 genotype indicates a low risk for cardiovascular disease as an adult [5].
III. Psychological BMI Flat-liners
The third phenotype subset included children with behavioral health issues. Children with mood disorders who were taking
an atypical antipsychotic drug typically gained weight or had a
significantly harder time losing the weight if coping mechanisms
led them to eating and inactivity.
Depression and anxiety were associated with disordered eating and often appeared as a coping mechanism. Sentinel events that triggered the behavioral problems, such as a father who was sent to prison, custody changes, primary caregiver changes and changes in environmental demographics, all contributed to disordered eating. Children described eating out of boredom, stress, loneliness and for comfort. Although attention deficit disorder could be considered a contributor to obesity, it was not included in this phenotype because of the number of children with this diagnosis who were taking a stimulant and then predictably lost weight.
Depression and anxiety were associated with disordered eating and often appeared as a coping mechanism. Sentinel events that triggered the behavioral problems, such as a father who was sent to prison, custody changes, primary caregiver changes and changes in environmental demographics, all contributed to disordered eating. Children described eating out of boredom, stress, loneliness and for comfort. Although attention deficit disorder could be considered a contributor to obesity, it was not included in this phenotype because of the number of children with this diagnosis who were taking a stimulant and then predictably lost weight.
IV. Roadblocked with Psychological Problems BMI
Flat-liners
This phenotype included patients who were both roadblocked
and experiencing behavioral health issues, an especially
challenging combination. As might be expected, this phenotype
was associated with scant success in reducing BMI (Figure 3),
even among compliant participants.
V. Other Subgroups
Our pilot study revealed that there were functional subclasses
Figure 4:Number of Patients Who Enrolled in the WII Program (A) and Their Compliance Status (B).
40% of program participants were compliant. Noncompliant patients did not attend most of the sessions or implement changes. A third group of
patients had extenuating circumstances that were out of their control, such as a change in health care providers.
for the non-compliant patients and families just as there were
for those who were ready to change (Figure 4). Among the
non-compliant, targeted approaches can still improve their
readiness to change, health outcomes and quality of life. The
most dominant of the non-compliant functional classes included
the “Uncontrolled Enablers”. In this class a caregiver, oftentimes
a parent or grandparent, did not desire to make lifestyle changes
conducive to improving the child’s health. The enabler prevented
and sometimes reversed the progress that the child had made
with the primary caregiver who was willing to change.
Another subgroup of patients who signed up for the WII program faced extenuating circumstances beyond their control (Figure 4B), which undercut compliance.
Another subgroup of patients who signed up for the WII program faced extenuating circumstances beyond their control (Figure 4B), which undercut compliance.
The Continuing Challenges of Identifying and
Treating Obesity
In our pilot study, we noted that providers had to accept
the challenge of identifying overweight/obese children during
regular health care visits. Measuring BMI part of each visit can be
successful in classifying overweight/obese children (Figure 5A).
However, we also found that the majority of children in those
categories did not have a recorded diagnosis of overweight/
obesity (ICD-9 278; Figure 5B).
We also learned that providers typically avoid addressing obesity if the patient and family do not seem ready for change. Thus, the first and most significant barrier a patient may face is not hearing about their high-risk behaviors from providers. Our pilot program demonstrated that there were more patients in the ready-for-change group than in the not ready-for-change group, even though only 27% of eligible patients signed up for WII (Figure 4A). This is especially encouraging because ready-tochange patients can often identify their own barriers to weight reduction. Yet without a push from providers, patients may not initiate lifestyle changes. We encourage providers to be less hesitant to speak with overweight/obese patients and determine if they have any desire to improve their health choices. A frank discussion will identify the patients who have a good chance of reducing their BMI and staying within healthy constraints over time.
Another major barrier to provider intervention has been the poor outcome of intervention with patients/families that are not ready for change or are non-compliant. Thirty percent of eligible patients enrolled in the WII program (Figure 4A), and our noncompliant participants continued to gain weight (Figure 3B). Still, patients deserve the opportunity to change, even though they may not gain immediate advantage from it.
We also learned that providers typically avoid addressing obesity if the patient and family do not seem ready for change. Thus, the first and most significant barrier a patient may face is not hearing about their high-risk behaviors from providers. Our pilot program demonstrated that there were more patients in the ready-for-change group than in the not ready-for-change group, even though only 27% of eligible patients signed up for WII (Figure 4A). This is especially encouraging because ready-tochange patients can often identify their own barriers to weight reduction. Yet without a push from providers, patients may not initiate lifestyle changes. We encourage providers to be less hesitant to speak with overweight/obese patients and determine if they have any desire to improve their health choices. A frank discussion will identify the patients who have a good chance of reducing their BMI and staying within healthy constraints over time.
Another major barrier to provider intervention has been the poor outcome of intervention with patients/families that are not ready for change or are non-compliant. Thirty percent of eligible patients enrolled in the WII program (Figure 4A), and our noncompliant participants continued to gain weight (Figure 3B). Still, patients deserve the opportunity to change, even though they may not gain immediate advantage from it.
Figure 5: Number of Children Ages 2 to 18 Who Were Obese or Overweight, Defined as BMI for Age (A) or Who Were Correctly Associated with an
ICD-9 Diagnosis Code of 278 (B).
* These include all subtypes of ICD-9 code 278.0 (ex, 278.01, 278.02, etc.) Only 43.9% of overweight children, defined by BMI, were associated with ICD-9 code 278.
* These include all subtypes of ICD-9 code 278.0 (ex, 278.01, 278.02, etc.) Only 43.9% of overweight children, defined by BMI, were associated with ICD-9 code 278.
Finally, our least successful participants (phenotypes III and
IV) faced a range of psychological and social problems that likely
affected compliance and certainly hampered weight control
efforts. Additional support, including mental health intervention
and social services, may ameliorate some of these problems.
Discussion
The pilot study uncovered phenotypes of overweight and
obese children that can be easily identified and addressed to
improve outcomes. Using the systematic method of discovery
presented here to individualize treatment has been effective.
Improving provider involvement in addressing obesity before
it reaches morbidity remains an area for improvement in the
healthcare community. Additionally, our study revealed the
public health need to address the barriers of childhood obesity
between the provider and patient, and to explore new ways to
empower and prepare patients for change. Further community
and peer support is also required to address childhood obesity,
especially in the mental health arena. Provider education and
follow through can enable assessment of the readiness for change
by removing the social stigma of obesity. Lastly, developing tools for the four phenotypes would support clinicians in identifying
barriers to weight loss.
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- Kwapiszewski RM, Wallace AL. A pilot program to identify and reverse childhood obesity in primary care clinic. Clin Pediatr (Phila). 2011; 50(7):630-5. doi: 10.1177/0009922811398389.
- American Medical Association. Assessment and Management of Adult Obesity: A Primer for Physicians. Booklet 3: Assessing Readiness and Making Treatment Decisions.
- 5210 Program. http://www.healthynh.com/fhc/initiatives/ch_ obesity/5210.php. Accessed July 17, 2012.
- Testing Facts. Apolipoprotein E. http://www.atherotech.com/ images/vapliterature/pdfs/testingfactsapoe.pdf - E3E3 genotype. Accessed July 17, 2012.