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Nutrition Diagnosis identifies specific nutrition problems that can be addressed through interventions.

Nutrition Diagnosis Data and Associated FHIR Resources

The FHIR Condition resource is primarily used to represent nutrition diagnoses. It captures the nutrition diagnosis using structured data.

  • Problem: Represented by the condition code, often using SNOMED CT codes.
  • Etiology: Captured in the details or extensions of the Condition resource.
  • Signs/Symptoms: Documented as evidence within the Condition resource, referencing relevant Observation resources.
Types of data collected  PurposeExampleFHIR Resource
Diagnosis
  • Problem

Represents the primary nutrition-related problem using a condition code

Malnutrition

Condition 
  • Etiology

Details the cause or contributing factors for the diagnosis

Physical Function, Social-personal

Condition
  • Signs/symptoms

Documents observable signs or symptoms that support the diagnosis

Documented as evidence within the Condition resource, referencing relevant Observation resources.

Unintended weight loss, muscle wasting

Observation

Condition

Example: Nutrition Diagnosis with Etiology

Clinical scenario

This scenario involves a 55-year-old patient with a history of Type 2 diabetes mellitus, managed with medications and lifestyle adjustments. Recent symptoms include unintended weight loss, weakness, and swelling in the lower limbs. Clinical evaluation reveals signs of weight loss and muscle wasting, indicating possible malnutrition exacerbated by chronic diabetes management.


Using FHIR resources, healthcare providers document these findings to support a structured approach to diagnosis and treatment planning.

  • The Condition Resource represents the nutrition diagnosis (Malnutrition) using a SNOMED CT code.
    • The evidence section of the Condition resource includes:
      • Etiology: Physiologic–Metabolic; Underlying chronic illness (Type 2 diabetes mellitus) as another Condition resource.
      • Signs/Symptoms: Unintended weight loss and Muscle wasting, which are represented as Observation resources linked to the condition. These observations document the presence of each symptom (Boolean value true).

Diagnosis (Problem): Malnutrition

This resource represents the diagnosis of the nutritional disorder (malnutrition).

Condition Resource Representing a Nutrition Diagnosis
{
  "resourceType": "Condition",
  "id": "nutritional-disorder",
  "clinicalStatus": {
    "coding": [
      {
        "system": "http://terminology.hl7.org/CodeSystem/condition-clinical",
        "code": "active",
        "display": "Active"
      }
    ]
  },
  "verificationStatus": {
    "coding": [
      {
        "system": "http://terminology.hl7.org/CodeSystem/condition-ver-status",
        "code": "confirmed",
        "display": "Confirmed"
      }
    ]
  },
  "code": {
    "coding": [
      {
        "system": "http://snomed.info/sct",
        "code": "2492009",
        "display": "Nutritional disorder (disorder)"
      }
    ]
  },
  "subject": {
    "reference": "Patient/example"
  },
  "evidence": [
    {
      "detail": [
        {
          "reference": "Condition/diabetes"
        },
        {
          "reference": "Observation/weight-loss"
        },
        {
          "reference": "Observation/muscle-atrophy"
        }
      ]
    }
  ]
}

Etiology (Cause):

This resource represents the underlying chronic condition contributing to the nutritional disorder.

Underlying Chronic Illness, Diabetes Mellitus

Condition Resource for Underlying Chronic Illness
{
  "resourceType": "Condition",
  "id": "diabetes",
  "clinicalStatus": {
    "coding": [
      {
        "system": "http://terminology.hl7.org/CodeSystem/condition-clinical",
        "code": "active",
        "display": "Active"
      }
    ]
  },
  "verificationStatus": {
    "coding": [
      {
        "system": "http://terminology.hl7.org/CodeSystem/condition-ver-status",
        "code": "confirmed",
        "display": "Confirmed"
      }
    ]
  },
  "code": {
    "coding": [
      {
        "system": "http://snomed.info/sct",
        "code": "44054006",
        "display": "Diabetes mellitus type 2 (disorder)"
      }
    ]
  },
  "subject": {
    "reference": "Patient/example"
  }
}

Signs/Symptoms:

This is referenced in the evidence section of the Condition resource, and referencing a condition or observation resource.

Unintentional Weight Loss

This resource documents the presence of unintentional weight loss.

Observation Resource for associated Symptom: Edema
{
  "resourceType": "Observation",
  "id": "weight-loss",
  "status": "final",
  "category": [
    {
      "coding": [
        {
          "system": "http://terminology.hl7.org/CodeSystem/observation-category",
          "code": "clinical",
          "display": "Clinical"
        }
      ]
    }
  ],
  "code": {
    "coding": [
      {
        "system": "http://snomed.info/sct",
        "code": "448765001",
        "display": "Unintentional weight loss (finding)"
      }
    ]
  },
  "subject": {
    "reference": "Patient/example"
  },
  "valueBoolean": true
}

Muscle wasting:

Observation Resource for associated Symptom: Muscle wasting
{
  "resourceType": "Observation",
  "id": "muscle-atrophy",
  "status": "final",
  "category": [
    {
      "coding": [
        {
          "system": "http://terminology.hl7.org/CodeSystem/observation-category",
          "code": "clinical",
          "display": "Clinical"
        }
      ]
    }
  ],
  "code": {
    "coding": [
      {
        "system": "http://snomed.info/sct",
        "code": "88092000",
        "display": "Muscle atrophy (disorder)"
      }
    ]
  },
  "subject": {
    "reference": "Patient/example"
  },
  "valueBoolean": true
}
Linking the Resources
  • The Condition Resource for Nutritional Disorder references:
  • The Condition Resource for Type 2 Diabetes Mellitus in its evidence.detail array to represent the etiology.
  • The Observation Resources for unintentional weight loss and muscle atrophy to represent signs/symptoms.
  • All resources reference the same patient (Patient/example) for proper linkage and context.

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