Candidate predictors of diabetes remission. V1 is study visit 1
Predictor | Units/categories | Variable type | Source data | Previous studies |
Age | years | Continuous | Clinical history | 46 47 56 57 |
BMI or weight | kg/m2 or kg | Continuous | V1 | 58 59 |
C-peptide | pmol/L | Continuous | Mixed meal test | 46 56 60 |
Diabetes duration | years | Continuous | Clinical history | 46 56 57 61–65 |
Fasting plasma glucose | mmol/L | Continuous | Blood test | 66 |
Fat distribution | Visceral fat and android: gynoid fat | Continuous | DEXA, impedance, MRI | |
Genetic risk score | Weighted genetic risk score | Categorical | DNA V1 | |
HbA1c with medications | mmol/mol | Continuous: will interact with medications since directly affected by them | Blood test | 47 57 58 62–65 67–69 |
Insulin, sulphonylureas, insulin sensitising agents, GLP-1 analogues, DPP-IV inhibitors, SGLT-2 inhibitors | ||||
HOMA 2 | Using interactive 24-variable assessment of homoeostatic model using default settings | Mixed meal test | 70 | |
Hypertension | Present/absent | Categorical | Medical history, 24-hour blood pressure monitoring | |
Controlled by 1–5 agents | ||||
Insulinogenic index | δinsulin (0–30 min) / δglucose (0–30 min) | Continuous | Mixed meal test | |
Presence of fatty liver disease as assessed by non-invasive markers | NAFLD liver fat score, fatty liver index, FIB-4 | Categorical | Medical history, MRI, non-invasive markers including liver function tests | 71 |
Presence of diabetes complications | Microvascular disease (including subgroups) | Categorical | Clinical history, microalbumin: creatinine, retinal imaging and clinical examination. | 56 |
Macrovascular disease (including subgroups) | ||||
Presence of ectopic fat | % liver fat | Continuous | MRI | 72 |
% muscle fat | ||||
% pancreatic fat | ||||
Sex | Male/female | Categorical | Clinical history | |
TCI-R scoring | Novelty seeking, harm avoidance, reward dependence, persistence, self-directedness, cooperativeness and self-transcendence | Continuous | V1 | |
Waist:hip ratio | Measured in cm | Continuous | V1 |
DPP-IV, Dipeptidyl peptidase-IV ; FIB-4, Fibrosis-4 score; GLP-1, Glucagon-like peptide 1; HOMA, Homeostatic model assessment; MRI, magnetic resonance imaging; NAFLD, Non-alcoholic fatty liver disease; SGLT-2, sodium-glucose co-transporter-2; TCI-R, Temperament and Character Inventory-Revised.