| Literature DB >> 35220673 |
Patrizia Carrieri1, Abbas Mourad1, Fabienne Marcellin1, Aldo Trylesinski2, José Luis Calleja3, Camelia Protopopescu1, Jeffrey V Lazarus4,5.
Abstract
BACKGROUND & AIMS: Though lifestyle interventions can reverse disease progression in people with non-alcoholic fatty liver disease/non-alcoholic steatohepatitis (NAFLD/NASH), unawareness about disease severity might compromise behavioural changes. Data from this first international cross-sectional survey of individuals with NAFLD/NASH were used to identify correlates of both unawareness about fibrosis stage and its association with adherence to lifestyle adjustments.Entities:
Keywords: cross-sectional study; lifestyle interventions; liver disease; patient-provider relationship
Mesh:
Year: 2022 PMID: 35220673 PMCID: PMC9310954 DOI: 10.1111/liv.15209
Source DB: PubMed Journal: Liver Int ISSN: 1478-3223 Impact factor: 8.754
Survey sections and descriptions
| Section | Description |
|---|---|
| 1. Demographics | Questions about gender, education level, ethnicity and place of residence |
| 2. NASH diagnosis | Questions around the NASH diagnosis process (e.g., healthcare provider responsible for diagnosing, tests involved and information provided) |
| 3. Putting communication around NASH into context | Questions about interactions with and information received from healthcare providers, and the availability and quality of information in general, regarding health conditions like NASH and others (e.g., T2D, heart disease and obesity), and how this translates into treatment adherence (i.e., lifestyle adjustments) |
| 4. NASH experiences & ‘IQ’ | Questions around living with NASH (e.g., feelings about the diagnosis; understanding of the condition, its impact on health and its progression; types of health providers involved in its management and level of care received; and information and support received around treatment [i.e., lifestyle changes]) |
| 5. NASH communication deep dive | Questions about the specifics of information received around NASH (e.g., terms used upon diagnosis [i.e., liver fibrosis, cirrhosis and cancer] and level of understanding of these) and level of comfort in disclosing information about NASH and other diagnoses (e.g., T2D, heart disease and obesity) to others (i.e., family, friends and co‐workers) |
| 6. NASH’s impact on daily life | Questions around the impact of NASH on daily life (e.g., on health, mood, self‐care, activities of daily living, work, leisure and interactions with others [i.e., friends and family]) |
Notes: Prior to the main survey, participants answered screening questions (e.g., age, diagnosis/diagnoses received [e.g., T2D, high blood pressure, hyperlipidaemia and NASH], level of knowledge about their health status in relation to these [e.g., haemoglobin A1C, blood pressure and cholesterol levels, and liver function test results] and their interpretation of this information [i.e., how advanced they perceived their health condition to be based on this information]).
Abbreviations: IQ, intelligence quotient; NASH, non‐alcoholic steatohepatitis; T2D, type 2 diabetes.
Descriptions of scores affecting study outcomes
| Score | Description |
|---|---|
| 1 | Information received from the physician and other healthcare staff (range 0–13). This score was the sum of the answers to 13 dichotomous items (no = 0 and yes = 1), each referring to a specific aspect of liver disease (from blood test results to treatments currently in development) |
| 2 | The number of healthcare staff managing their disease (range 0–10). This score was the sum of the answers to 10 proposed items, each representing care received from a specific healthcare professional (e.g., cardiologist, diabetologist, dietician, etc.) |
| 3 | A disclosure score (range 0–5) expressing the level of disease disclosure to close or extended family members, friends, colleagues and work supervisors, calculated as the sum total of five dichotomous items (no = 0 and yes = 1) |
| 4 | Level of knowledge about health complications regarding NAFLD/NASH progression (range 0–7). This score was the sum of the answers to 7 dichotomous items (no = 0 and yes = 1) about consequences associated with the disease (e.g., cancer, cirrhosis, fibrosis, liver failure, the need for liver transplantation, liver damage or none) |
Abbreviations: NAFLD, non‐alcoholic fatty liver disease; NASH, non‐alcoholic steatohepatitis.
Study outcome classification criteria
| Outcome | Classification criteria |
|---|---|
| Lack of knowledge of fibrosis stage |
An individual was classified as knowing their fibrosis stage if they answered ‘yes’ to at least one of the following three questions:
Do you recall your doctor ever using any of the following terms to describe your NAFLD/NASH: advanced fibrosis, severe fibrosis and pre‐cirrhotic stage? When you were diagnosed with NAFLD/NASH, which of the following terms do you recall your doctor or other healthcare professionals using to explain the condition (pre‐cirrhotic, cirrhosis and liver fibrosis stage)? Are you aware of your F‐score? (an answer of F0/1 to F4 was taken as yes and no otherwise). Respondents who answered ‘no’ to all three were classified as not knowing their fibrosis stage |
| Poor adherence to lifestyle changes |
Individuals were categorised into the following three groups:
‘Adherence to lifestyle change’ when they answered ‘very successful’ or ‘quite successful’ to the question ‘how successful would you say you have been in making the lifestyle changes that your doctor(s) has recommended for NAFLD/NASH?’ ‘Poor adherence to lifestyle change’ when they answered ‘not too successful’ or ‘not at all successful’ to the same question. ‘Not concerned’, when they answered ‘my doctor did not recommend lifestyle changes’ or when they had no response to this question. |
Abbreviations: F0‐F4, fibrosis score 0‐fibrosis score 4; F‐score, fibrosis score; NAFLD, non‐alcoholic fatty liver disease; NASH, non‐alcoholic steatohepatitis.
Independent factors associated with lack of knowledge of fibrosis score (weighted logistic regression, crude odds ratios [OR] and adjusted odds ratios [AOR] and their 95% confidence intervals [95% CI] N = 1411)
| Characteristics | Fibrosis score | Univariable analysis | Multivariable analysis | |||||||
|---|---|---|---|---|---|---|---|---|---|---|
| Known 40.8% | Unknown 59.2% | OR | 95% CI |
| AOR | 95% CI |
| |||
| % | % | |||||||||
| Age (years) | ||||||||||
| 18–29 | 67.6 | 32.4 | Ref | Ref | ||||||
| 30–39 | 51.3 | 48.7 | 1.98 | 1.13 | 3.46 | .016 | 2.37 | 1.18 | 4.82 | .017 |
| 40–49 | 43.7 | 56.3 | 2.69 | 1.57 | 4.61 | <.001 | 2.48 | 1.22 | 5.04 | .012 |
| 50–59 | 39.5 | 60.5 | 3.19 | 1.9 | 5.37 | <.001 | 2.51 | 1.28 | 4.89 | .007 |
| 60+ | 31.3 | 68.7 | 4.57 | 2.67 | 7.81 | <.001 | 3.65 | 1.84 | 7.24 | <.001 |
| Country | ||||||||||
| UK | 47.2 | 52.8 | Ref | Ref | ||||||
| Germany | 35.2 | 64.8 | 1.64 | 1.10 | 2.47 | .016 | 1.32 | 0.72 | 2.40 | .372 |
| France | 36.6 | 63.4 | 1.55 | 0.98 | 2.44 | .061 | 1.18 | 0.62 | 2.23 | .611 |
| Canada | 40.5 | 59.5 | 1.31 | 0.83 | 2.07 | .245 | 1.48 | 0.77 | 2.82 | .240 |
| Italy | 32.1 | 67.9 | 1.89 | 1.21 | 2.95 | .002 | 2.34 | 1.24 | 4.40 | .008 |
| Spain | 51.8 | 48.2 | 0.83 | 0.53 | 1.30 | .420 | 1.45 | 0.80 | 2.66 | .223 |
| Have you discussed the results of your liver function tests with your doctor in the past year? | ||||||||||
| No | 20.5 | 79.5 | Ref | Ref | ||||||
| Yes | 57.8 | 42.2 | 0.19 | 0.14 | 0.25 | <.001 | 0.24 | 0.16 | 0.36 | <.001 |
| BMI | ||||||||||
| <20 | 43.9 | 56.1 | Ref | Ref | ||||||
| [20–25[ | 54.0 | 46.0 | 0.67 | 0.06 | 7.45 | .740 | 0.26 | 0.004 | 18.44 | .534 |
| [25–30[ | 43.4 | 56.6 | 1.02 | 0.47 | 2.22 | .957 | 0.89 | 0.31 | 2.52 | .828 |
| [30–35[ | 36.5 | 63.5 | 1.36 | 0.85 | 2.19 | .196 | 1.27 | 0.61 | 2.65 | .527 |
| ≥35 | 28.3 | 71.7 | 1.99 | 1.38 | 2.86 | <.001 | 2.26 | 1.37 | 3.40 | .001 |
| How advanced do you believe your NAFLD is? | ||||||||||
| Early stage | 34.8 | 65.2 | Ref | Ref | ||||||
| Advanced stage | 61.8 | 38.2 | 0.33 | 0.24 | 0.46 | <.001 | 0.25 | 0.16 | 0.38 | <.001 |
| How long ago were you diagnosed with NAFLD/NASH? | ||||||||||
| <1 year | 35.3 | 64.7 | Ref | Ref | ||||||
| [1–5 years[ | 48.8 | 51.2 | 0.57 | 0.41 | 0.79 | .001 | 0.59 | 0.38 | 0.91 | .017 |
| [5–10 years[ | 40.2 | 59.8 | 0.81 | 0.53 | 1.23 | .325 | 0.68 | 0.37 | 1.25 | .211 |
| [10–20 years[ | 26.7 | 73.3 | 1.50 | 0.88 | 2.54 | .136 | 1.05 | 0.46 | 2.38 | .906 |
| ≥20 years | 25.1 | 74.9 | 1.63 | 0.64 | 4.16 | .306 | 0.60 | 0.23 | 1.54 | .287 |
| Score 1: information received by the physician and other healthcare staff about the disease | ||||||||||
| Mean [95% CI] | 4.7 [4.4–5.0] | 2.7 [2.6–2.9] | 0.73 | 0.68 | 0.77 | <.001 | 0.9 | 0.84 | 0.98 | .012 |
| As best as you can remember, did your doctor explain the different stages? | ||||||||||
| No | 24.5 | 75.5 | Ref | Ref | ||||||
| Yes | 67.1 | 32.9 | 0.16 | 0.12 | 0.22 | <.001 | 0.26 | 0.17 | 0.39 | <.001 |
| I do not remember | 29.3 | 70.7 | 0.79 | 0.52 | 1.18 | .248 | 0.93 | 0.56 | 1.53 | .755 |
| Score 2: number of healthcare staff managing their disease | ||||||||||
| Mean [95% CI] | 1.5 [1.4–1.6] | 0.9 [0.8–1.0] | 0.48 | 0.38 | 0.60 | <.001 | 0.71 | 0.55 | 0.93 | .011 |
| Score 3: score expressing level of disease disclosure to family members, friends and colleagues | ||||||||||
| Mean [95% CI] | 3.2 [3.0–3.3] | 2.1 [1.9–2.2] | 0.64 | 0.59 | 0.7 | <.001 | 0.79 | 0.70 | 0.90 | <.001 |
Abbreviations: BMI, body mass index; NAFLD, non‐alcoholic fatty liver disease; NASH, non‐alcoholic steatohepatitis; ref, reference category.
All analyses are weighted with weight proportional to the age‐gender distribution of a population with NAFLD/NASH, in order to control for selection bias of participants and allow for inter‐country comparisons.
Other characteristics of patients associated with their knowledge of their score of fibrosis (weighted logistic regression, crude odds ratios [OR] and their 95% confidence intervals [95% CI] N = 1411)
| Characteristics | Fibrosis score | Univariable analysis | ||||
|---|---|---|---|---|---|---|
|
Known 40.8% |
Unknown 59.2% | OR | 95% CI |
| ||
| % | % | |||||
| Gender | ||||||
| Male | 47.1 | 52.3 | Ref | |||
| Female | 33.4 | 66.6 | 1.77 | 1.37 | 2.3 | <.001 |
| Education | ||||||
| Primary/elementary | 53.2 | 46.8 | Ref | |||
| Lower secondary school | 27.7 | 72.3 | 2.97 | 1.03 | 8.54 | .044 |
| Other | 42.1 | 57.9 | 1.56 | 0.59 | 4.15 | .589 |
| Score 4: Number of complications after liver disease progressed | ||||||
| Mean [95% CI] | 3.69 [3.50–3.88] | 2.74 [2.58–2.91] | 0.782 | 0.73 | 0.84 | <.001 |
| I have a good understanding of how NASH progresses over time | ||||||
| Strongly disagree | 20.8 | 79.2 | ||||
| Somewhat disagree | 33.8 | 66.2 | 0.514 | 0.330 | 0.802 | <.001 |
| Somewhat agree | 50.3 | 49.7 | 0.258 | 0.172 | 0.388 | <.001 |
| Strongly agree | 52.7 | 47.3 | 0.235 | 0.143 | 0.384 | <.001 |
| Please indicate the type of area where you live in | ||||||
| I live in a city or urban area | 48.0 | 52.0 | Ref | |||
| I live in a medium‐sized town or suburb | 39.1 | 60.9 | 1.44 | 1.03 | 2.01 | .031 |
| I live in a small town or rural area | 32.1 | 67.9 | 1.96 | 1.43 | 2.67 | <.001 |
| Comorbidities (any disease besides NAFLD/NASH) | ||||||
| 0 | 47.8 | 52.2 | Ref | |||
| 1–2 | 38.3 | 61.7 | 1.48 | 1.1 | 1.98 | .009 |
| 3 or more | 36.2 | 63.8 | 1.61 | 1.1 | 2.37 | .015 |
| What my test results say about the health of my liver | ||||||
| No understanding/little understanding | 27.5 | 72.5 | Ref | |||
| Adequate/complete understanding | 51.0 | 49.0 | 0.37 | 0.28 | 0.48 | <.001 |
| How easy do you find it to talk to other people about the conditions you are living with in regards to NAFLD/NASH? | ||||||
| Difficult | 36.0 | 64.0 | Ref | |||
| Easy | 47.7 | 52.3 | 0.62 | 0.47 | 0.80 | <.001 |
Abbreviations: NAFLD, non‐alcoholic fatty liver disease; NASH, non‐alcoholic steatohepatitis; ref, reference category.
All analyses are weighted with weight proportional to the age‐gender distribution of a population with NAFLD/NASH, in order to control for selection bias of participants and allow for inter‐country comparisons.
FIGURE 1Patient recall of doctor’s explanation on fibrosis stages and timeframe since last fibrosis stage
Predictors of non‐adherence to lifestyle changes (multinomial weighted logistic regression , crude odds ratios [OR] and adjusted odds ratios [AOR] and their 95% confidence intervals [95% CI] N = 1411)
| Characteristics | Lifestyle changes | Multivariable analysis | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| Poor versus good adherence | Poor versus good adherence | ||||||||||
| Good adherence (51.6%) | Poor adherence (34.4%) | Not | OR | 95% CI |
| AOR | 95% CI |
| |||
| % | % | % | |||||||||
| Gender | |||||||||||
| Male | 59.1 | 32.5 | 8.40 | Ref | Ref | ||||||
| Female | 42.8 | 36.6 | 20.6 | 1.55 | 1.17 | 2.06 | .002 | 1.44 | 1.02 | 2.01 | .040 |
| Countries | |||||||||||
| UK | 43.5 | 27.8 | 28.7 | Ref | Ref | ||||||
| Germany | 41.9 | 44.1 | 14.0 | 1.65 | 1.05 | 2.59 | .031 | 1.32 | 0.75 | 2.33 | .337 |
| France | 37.2 | 46.2 | 16.6 | 1.95 | 1.18 | 3.22 | .010 | 1.90 | 1.04 | 3.50 | .037 |
| Canada | 63.4 | 34.1 | 2.50 | 0.84 | 0.50 | 1.40 | .505 | 0.70 | 0.39 | 1.29 | .258 |
| Italy | 63.6 | 27.3 | 9.10 | 0.67 | 0.40 | 1.14 | .142 | 0.49 | 0.27 | 0.92 | .027 |
| Spain | 62.9 | 27.2 | 9.90 | 0.68 | 0.40 | 1.15 | .148 | 0.88 | 0.49 | 1.59 | .681 |
| BMI | |||||||||||
| <20 | 59.2 | 27.8 | 13.0 | Ref | Ref | ||||||
| [20–25[ | 24.8 | 46.0 | 29.2 | 3.96 | 0.87 | 63.4 | .330 | 2.39 | 0.10 | 62.5 | .587 |
| [25–30[ | 48.9 | 40.1 | 11.0 | 1.75 | 0.77 | 3.97 | .180 | 0.96 | 0.34 | 2.75 | .944 |
| [30–35[ | 33.7 | 47.6 | 18.7 | 3.00 | 1.80 | 5.00 | <.001 | 3.12 | 1.74 | 5.60 | <.001 |
| ≥35 | 28.6 | 55.4 | 16.0 | 4.14 | 2.74 | 6.23 | <.001 | 2.98 | 1.82 | 4.87 | <.001 |
| Fibrosis score | |||||||||||
| Known | 66.8 | 26.2 | 7.0 | Ref | Ref | ||||||
| Unknown | 41.2 | 40.0 | 18.8 | 2.48 | 1.84 | 3.33 | <.001 | 1.70 | 1.14 | 2.41 | .008 |
| Nurse support | |||||||||||
| Poor | 37.9 | 43.2 | 18.9 | Ref | Ref | ||||||
| Good | 71.3 | 22.9 | 5.8 | 0.28 | 0.20 | 0.39 | <.001 | 0.37 | 0.25 | 0.54 | <.001 |
Abbreviations: BMI, body mass index; ref, reference category.
Only the results comparing poor adherence versus good adherence to lifestyle changes were reported as the comparison of ‘not concerned’ versus good adherence was meaningless.
All analyses are weighted with weight proportional to the age‐gender distribution of a population with non‐alcoholic fatty liver disease/non‐alcoholic steatohepatitis, in order to control for selection bias of participants and allow for inter‐country comparisons.
Nurses and other health staff other than physicians for lifestyle changes; poor = no+low, good = moderate+high.