Ms. Pushpa M - Master Health Check-Up Report Explanation

lifestyle intervention prediabetes diabetes prevention

low HDL cholesterol exercise diet lifestyle increase

ls -la /tmp/workspace/ 2>/dev/null || mkdir -p /tmp/workspace && echo "workspace ready"

mkdir -p /tmp/workspace/pushpa-lifestyle-guide && python3 << 'EOF' from docx import Document from docx.shared import Pt, Inches, RGBColor from docx.enum.text import WD_ALIGN_PARAGRAPH from docx.oxml.ns import qn from docx.oxml import OxmlElement doc = Document() # ── Page margins ────────────────────────────────────────────── section = doc.sections[0] section.top_margin = Inches(0.9) section.bottom_margin = Inches(0.9) section.left_margin = Inches(1.0) section.right_margin = Inches(1.0) # ── Default font ────────────────────────────────────────────── style = doc.styles["Normal"] style.font.name = "Calibri" style.font.size = Pt(11) # ── Helper: colored heading ─────────────────────────────────── def add_section_heading(doc, text, color_hex="1F6B3A"): p = doc.add_heading(text, level=2) p.alignment = WD_ALIGN_PARAGRAPH.LEFT for run in p.runs: run.font.color.rgb = RGBColor.from_string(color_hex) run.font.size = Pt(13) run.bold = True return p def add_sub_heading(doc, text, color_hex="2E86AB"): p = doc.add_heading(text, level=3) for run in p.runs: run.font.color.rgb = RGBColor.from_string(color_hex) run.font.size = Pt(11.5) run.bold = True return p def add_bullet(doc, text, indent=1): p = doc.add_paragraph(text, style="List Bullet") p.paragraph_format.left_indent = Inches(0.25 * indent) return p def add_body(doc, text): p = doc.add_paragraph(text) p.paragraph_format.space_after = Pt(4) return p def add_note_box(doc, text): p = doc.add_paragraph() run = p.add_run(" " + text + " ") run.font.size = Pt(10) run.font.italic = True run.font.color.rgb = RGBColor.from_string("6A4C93") p.paragraph_format.left_indent = Inches(0.3) p.paragraph_format.space_before = Pt(2) p.paragraph_format.space_after = Pt(6) return p # ════════════════════════════════════════════════════════════════ # COVER / TITLE # ════════════════════════════════════════════════════════════════ title = doc.add_heading("Personalised Lifestyle Guide", level=1) title.alignment = WD_ALIGN_PARAGRAPH.CENTER for run in title.runs: run.font.size = Pt(22) run.font.color.rgb = RGBColor.from_string("1F6B3A") run.bold = True sub = doc.add_paragraph("Managing Prediabetes & Improving Low HDL Cholesterol") sub.alignment = WD_ALIGN_PARAGRAPH.CENTER for run in sub.runs: run.font.size = Pt(14) run.font.color.rgb = RGBColor.from_string("2E86AB") run.bold = True patient = doc.add_paragraph("Prepared for: Ms. Pushpa M | Age: 44 yrs | Date: 16 July 2026") patient.alignment = WD_ALIGN_PARAGRAPH.CENTER for run in patient.runs: run.font.size = Pt(10) run.font.color.rgb = RGBColor.from_string("555555") doc.add_paragraph() # ── Evidence summary box ────────────────────────────────────── p = doc.add_paragraph() run = p.add_run( "Evidence Basis: The Diabetes Prevention Program (DPP) showed that intensive " "lifestyle change (diet + 150 min/week exercise) reduced progression from prediabetes " "to Type 2 diabetes by 58%. A 2024 meta-analysis (Jayedi et al., Am J Clin Nutr) confirmed " "weight loss of 5-7% body weight is sufficient to achieve normoglycemia in most individuals " "with prediabetes. For HDL, high-intensity aerobic exercise is the most effective non-pharmacological " "intervention (STRRIDE trial, Fuster's Heart 15e)." ) run.font.size = Pt(9.5) run.font.italic = True run.font.color.rgb = RGBColor.from_string("444444") p.paragraph_format.left_indent = Inches(0.2) doc.add_paragraph() # ════════════════════════════════════════════════════════════════ # SECTION 1 - UNDERSTANDING YOUR NUMBERS # ════════════════════════════════════════════════════════════════ add_section_heading(doc, "SECTION 1 - Understanding Your Numbers") add_body(doc, "Your HbA1c of 6.0% places you in the prediabetes range (5.7-6.4%). " "This reflects your average blood sugar over the past 2-3 months. " "Your fasting blood glucose of 85 mg/dL is normal today, which is encouraging - " "it means the elevation is mild and fully reversible with lifestyle change. " "Your HDL (good cholesterol) of 35 mg/dL is below the safe range for women (>55 mg/dL). " "Low HDL increases cardiovascular risk independently of other cholesterol values." ) add_body(doc, "The good news: Both prediabetes and low HDL are highly responsive to the same lifestyle " "interventions - diet improvement, aerobic exercise, and weight management. " "You do not need medications at this stage if you act now." ) # ════════════════════════════════════════════════════════════════ # SECTION 2 - DIET # ════════════════════════════════════════════════════════════════ doc.add_paragraph() add_section_heading(doc, "SECTION 2 - Diet Plan") add_sub_heading(doc, "2A. Foods That RAISE Blood Sugar - Reduce or Avoid") for item in [ "White rice, maida (refined flour), white bread, naan, idli/dosa in excess", "Sugary drinks: sodas, fruit juices, sweetened tea/coffee, packaged drinks", "Sweets, mithai, chocolates, biscuits, cakes", "Deep-fried snacks: samosa, bhajji, chips, namkeen", "Instant noodles, processed foods, breakfast cereals with added sugar", "Polished white rice - switch to smaller portions or par-boiled rice", ]: add_bullet(doc, item) add_sub_heading(doc, "2B. Foods That LOWER Blood Sugar - Eat More") for item in [ "Non-starchy vegetables: spinach, methi, drumstick, bitter gourd (karela), brinjal, cucumber, tomato, capsicum", "Whole grains: brown rice, millets (ragi, bajra, jowar), oats, whole wheat", "Legumes & lentils: dal, rajma, chana, green moong - high fibre, low glycemic index", "Low-fat dairy: buttermilk, curd (dahi), skimmed milk", "Fruits (in moderation, whole, not juice): guava, papaya, apple, pear, berries", "Nuts & seeds (small amounts): almonds, walnuts, flaxseeds, chia seeds", ]: add_bullet(doc, item) add_note_box(doc, "Tip: Replace white rice with millets or par-boiled rice. Eat vegetables first, then protein, then carbs at each meal to blunt glucose spikes.") add_sub_heading(doc, "2C. Foods That RAISE HDL (Good Cholesterol)") for item in [ "Olive oil, groundnut oil, sesame oil (healthy fats - use in moderation)", "Fatty fish: mackerel, sardines, salmon, tuna (2-3 times per week) - rich in Omega-3", "Nuts: walnuts, almonds, pistachios (small handful daily)", "Avocado (good monounsaturated fat)", "Flaxseeds and chia seeds - add to curd or smoothies", "Dark leafy greens: spinach, methi (fenugreek) - anti-inflammatory", "Whole grains: oats, barley contain beta-glucan which improves cholesterol", ]: add_bullet(doc, item) add_sub_heading(doc, "2D. Foods That LOWER HDL - Reduce") for item in [ "Trans fats (vanaspati/dalda): found in fried snacks, bakery goods, margarine", "Excess refined carbohydrates (sugar, maida) - directly lowers HDL", "Excess alcohol", "Smoking - significantly lowers HDL", ]: add_bullet(doc, item) add_sub_heading(doc, "2E. Sample Day Meal Plan (Indian-friendly)") meals = [ ("Waking up (6-7 AM)", "1 glass warm water with soaked fenugreek seeds (methi seeds). Optional: 5 soaked almonds."), ("Breakfast (8 AM)", "Option A: Oats upma with vegetables + 1 cup low-fat curd\nOption B: 2 small ragi dosas + sambar + chutney (not coconut)\nOption C: Whole wheat daliya (porridge) with milk"), ("Mid-morning snack (10:30 AM)", "1 small fruit (guava / apple / pear) OR a small handful of walnuts"), ("Lunch (1 PM)", "1-2 small cups par-boiled/brown rice OR 2 multigrain rotis\n+ Dal (any lentil) + sabzi (vegetable) + salad (cucumber, tomato)\nEat salad FIRST before rice/roti"), ("Evening snack (4 PM)", "Buttermilk (chaas) OR roasted chana OR 1 fruit\nAvoid tea with sugar - switch to green tea"), ("Dinner (7-8 PM, EARLY - before 8 PM)", "2 small rotis (multigrain) + sabzi + dal OR\nMillet khichdi + raita\nKeep dinner light - no white rice at night"), ("Bedtime (if hungry)", "1 cup warm low-fat milk (no sugar)"), ] for meal, desc in meals: p = doc.add_paragraph() run_bold = p.add_run(meal + ": ") run_bold.bold = True run_bold.font.size = Pt(11) run_text = p.add_run(desc) run_text.font.size = Pt(11) add_note_box(doc, "Portion control is key. Use a smaller plate. Eat slowly and stop when 80% full. Never skip meals - it spikes blood sugar.") # ════════════════════════════════════════════════════════════════ # SECTION 3 - EXERCISE # ════════════════════════════════════════════════════════════════ doc.add_paragraph() add_section_heading(doc, "SECTION 3 - Exercise Plan") add_body(doc, "The DPP trial showed 150 minutes per week of moderate-to-vigorous physical activity " "reduces diabetes progression by 58%. High-intensity aerobic exercise (the STRRIDE trial) " "is the most effective strategy to raise HDL - equivalent to brisk walking/jogging " "20 miles/week improved HDL particle concentration significantly after 8 months." ) add_sub_heading(doc, "3A. Weekly Exercise Target") targets = [ ("Aerobic exercise", "150-180 min/week", "Brisk walking, cycling, swimming, dancing, aerobics class"), ("Resistance/strength training", "2 days/week", "Bodyweight exercises, light weights, resistance bands"), ("Flexibility/stretching", "Daily 5-10 min", "Yoga, stretching, helps with stress and insulin sensitivity"), ("Reduce sitting time", "Every 30-45 min", "Stand up, walk around for 2-3 minutes"), ] table = doc.add_table(rows=1, cols=3) table.style = "Table Grid" hdr = table.rows[0].cells hdr[0].text = "Type" hdr[1].text = "Target" hdr[2].text = "Examples" for cell in hdr: for para in cell.paragraphs: for run in para.runs: run.bold = True run.font.size = Pt(10) for row_data in targets: row = table.add_row().cells row[0].text = row_data[0] row[1].text = row_data[1] row[2].text = row_data[2] for cell in row: for para in cell.paragraphs: for run in para.runs: run.font.size = Pt(10) doc.add_paragraph() add_sub_heading(doc, "3B. Starting Plan (if you are not currently exercising)") weeks = [ ("Week 1-2", "Walk 20-25 min daily at comfortable pace"), ("Week 3-4", "Increase to 30 min brisk walking, 5 days/week"), ("Week 5-8", "Add 10 min jogging or fast cycling 3 days/week"), ("Month 3 onwards", "Aim for 150+ min/week. Add 2 days of strength training (squats, lunges, push-ups)"), ] for week, plan in weeks: p = doc.add_paragraph() p.add_run(week + ": ").bold = True p.add_run(plan) add_note_box(doc, "Morning exercise (before breakfast) is especially effective for blood sugar control. A 15-min walk after each meal lowers post-meal glucose spikes significantly.") add_sub_heading(doc, "3C. Indian-Friendly Exercise Options") for item in [ "Brisk walking in the park - free, effective, social", "Yoga (Surya Namaskar, Pranayama) - excellent for insulin sensitivity and stress", "Cycling - morning or evening", "Dancing (Zumba, folk dance classes)", "Household chores done energetically count - sweeping, mopping, climbing stairs", "Swimming - joint-friendly, excellent for HDL", ]: add_bullet(doc, item) # ════════════════════════════════════════════════════════════════ # SECTION 4 - WEIGHT MANAGEMENT # ════════════════════════════════════════════════════════════════ doc.add_paragraph() add_section_heading(doc, "SECTION 4 - Weight Management") add_body(doc, "Losing just 5-7% of body weight can restore blood sugar to normal and significantly raise HDL. " "For example, if you weigh 65 kg, losing 3-4 kg can make a measurable difference. " "Crash diets or starvation are not recommended - they worsen metabolism. " "Aim for slow, steady weight loss of 0.5-1 kg per month through diet and exercise combined." ) for item in [ "Target: Lose 5-7% of body weight over 6-12 months", "Method: Calorie reduction of 300-500 kcal/day (one less cup of rice + one less sweet per day is enough)", "Never skip meals - it leads to overeating later and worsens insulin resistance", "Eat more protein at each meal (dal, egg white, low-fat curd) - it increases satiety", "Drink 2-3 litres of water daily - dehydration raises blood sugar", ]: add_bullet(doc, item) # ════════════════════════════════════════════════════════════════ # SECTION 5 - SLEEP & STRESS # ════════════════════════════════════════════════════════════════ doc.add_paragraph() add_section_heading(doc, "SECTION 5 - Sleep and Stress Management") add_body(doc, "Poor sleep (less than 6 hours) and chronic stress both raise cortisol levels, " "which directly raises blood sugar and lowers HDL. Managing sleep and stress is " "as important as diet and exercise for prediabetes reversal." ) add_sub_heading(doc, "Sleep Goals") for item in [ "Target 7-8 hours of quality sleep every night", "Fixed sleep time - ideally 10 PM to 6 AM", "Avoid screens (phone, TV) 30-60 min before bedtime", "Keep bedroom cool and dark", "Avoid heavy meals within 2-3 hours of bedtime", ]: add_bullet(doc, item) add_sub_heading(doc, "Stress Management") for item in [ "Daily 10-15 min of deep breathing or meditation (Pranayama)", "Yoga - Anulom Vilom, Bhramari pranayama are especially helpful", "Social connections - spend time with family and friends", "Hobbies, reading, nature walks", "Limit news and social media exposure before bed", ]: add_bullet(doc, item) # ════════════════════════════════════════════════════════════════ # SECTION 6 - MONITORING & FOLLOW-UP # ════════════════════════════════════════════════════════════════ doc.add_paragraph() add_section_heading(doc, "SECTION 6 - Monitoring and Follow-up Schedule") schedule = [ ("Every 3 months", "Check fasting blood glucose and HbA1c"), ("Every 3 months", "Check lipid profile (HDL, LDL, triglycerides)"), ("Every month", "Self-monitor weight at home"), ("Every 6 months", "Full check-up with doctor including urine analysis"), ("Annually", "Kidney function, liver function, thyroid test"), ("Immediately", "See doctor for UTI (pus cells in urine - current finding) - needs antibiotic treatment"), ] table2 = doc.add_table(rows=1, cols=2) table2.style = "Table Grid" hdr2 = table2.rows[0].cells hdr2[0].text = "Frequency" hdr2[1].text = "Action" for cell in hdr2: for para in cell.paragraphs: for run in para.runs: run.bold = True run.font.size = Pt(10) for when, action in schedule: row = table2.add_row().cells row[0].text = when row[1].text = action for cell in row: for para in cell.paragraphs: for run in para.runs: run.font.size = Pt(10) if when == "Immediately": run.font.color.rgb = RGBColor.from_string("CC0000") run.bold = True # ════════════════════════════════════════════════════════════════ # SECTION 7 - QUICK SUMMARY CARD # ════════════════════════════════════════════════════════════════ doc.add_paragraph() add_section_heading(doc, "SECTION 7 - Daily Habit Checklist") add_body(doc, "Print and stick this on your refrigerator:") habits = [ ("[ ]", "30 min brisk walk or aerobic exercise"), ("[ ]", "Ate vegetables first at lunch and dinner"), ("[ ]", "Drank 8+ glasses of water"), ("[ ]", "Avoided sugary drinks and sweets"), ("[ ]", "Had dinner before 8 PM"), ("[ ]", "7-8 hours sleep tonight"), ("[ ]", "10 min meditation or deep breathing"), ("[ ]", "No smoking / limited alcohol"), ] for check, habit in habits: p = doc.add_paragraph() p.add_run(check + " ").font.size = Pt(13) p.add_run(habit).font.size = Pt(11) # ── Disclaimer ──────────────────────────────────────────────── doc.add_paragraph() p = doc.add_paragraph() run = p.add_run( "Disclaimer: This guide is for educational purposes and does not replace medical advice. " "Please consult your treating physician before making significant changes to your diet or starting a new exercise programme, " "especially given the current finding of a urinary tract infection which requires prompt medical treatment." ) run.font.size = Pt(9) run.font.italic = True run.font.color.rgb = RGBColor.from_string("777777") # ── References ──────────────────────────────────────────────── doc.add_paragraph() add_section_heading(doc, "References") refs = [ "Harrison's Principles of Internal Medicine, 22nd Ed. (2025) - Diabetes Prevention, Ch. 415-416", "Washington Manual of Medical Therapeutics - Prediabetes Lifestyle Modification (p.883)", "Fuster and Hurst's The Heart, 15th Ed. - HDL Treatment; STRRIDE Trial evidence", "Jayedi A et al. Lifestyle weight loss interventions in prediabetes. Am J Clin Nutr. 2024 Nov. PMID: 39222689", "Wang Y et al. Lifestyle intervention modes for prediabetes reversal. J Med Internet Res. 2025 Jan. PMID: 39879607", "Diabetes Prevention Program (DPP) Research Group - 58% reduction in T2DM with lifestyle intervention", ] for ref in refs: add_bullet(doc, ref) # ── Save ────────────────────────────────────────────────────── out_path = "/tmp/workspace/pushpa-lifestyle-guide/Lifestyle_Guide_Pushpa_M.docx" doc.save(out_path) print(f"Saved to: {out_path}") EOF