For making thesis in buffy coat its use in nepal what data should i collect …and how to proceed further
Dm level topic febrile neutropenia in hematological maligancies in civil service hoapital
febrile neutropenia hematological malignancy management outcomes
buffy coat blood culture bacteremia diagnosis febrile neutropenia
febrile neutropenia hematological malignancy Nepal study outcomes
febrile neutropenia leukemia Nepal South Asia microbiology bacteremia
buffy coat examination leukemia blast detection peripheral blood
febrile neutropenia hematological malignancy South Asia developing country bacteremia outcomes
Tip: For a DM thesis in Nepal, option 1 or 2 is more feasible and publishable. The buffy coat can be incorporated as one of the diagnostic tools evaluated.
| Variable | How to Collect |
|---|---|
| Age, sex, address | Case records |
| BMI, performance status (ECOG) | Clinical assessment |
| Socioeconomic status | Patient interview |
| Duration of illness before admission | History |
| Variable | How to Collect |
|---|---|
| Diagnosis (AML, ALL, CML, CLL, NHL, HL, MM, MDS) | Bone marrow report, flow cytometry |
| Disease status (new/relapsed/refractory/remission) | Previous records |
| Treatment line (1st, 2nd, salvage) | Treatment chart |
| Chemotherapy regimen and last dose date | Case file |
| HSCT recipient (yes/no) | Case file |
| Variable | How to Collect |
|---|---|
| Absolute Neutrophil Count (ANC) at fever onset | CBC with differential |
| Neutropenia grade (mild/severe/profound) | ANC <1000 / <500 / <100 per mm³ |
| Duration of neutropenia | Daily CBC tracking |
| Nadir ANC | Daily CBC |
| Variable | How to Collect |
|---|---|
| Temperature at onset, pattern | Nursing notes + clinical chart |
| MASCC Risk Score (key for DM level) | Calculate from admission data |
| Clinically documented infection site | Physical exam (oral, perianal, catheter sites, lung) |
| Mucositis grade | WHO mucositis scale |
| Central venous catheter in situ | Clinical assessment |
| Signs of sepsis/septic shock | BP, HR, RR, GCS, lactate |
| Investigation | Purpose |
|---|---|
| CBC with differential (daily) | Neutrophil recovery tracking |
| Blood culture x2 (peripheral + CVC if present) | Primary microbiology |
| Buffy coat preparation (Leishman/Giemsa stain) | Rapid organism detection, blast %, WBC morphology |
| Urine culture | UTI source |
| CXR / CT chest | Pulmonary infection |
| Serum procalcitonin (PCT) | Bacteremia marker (validated in Nepal by Shilpakar 2019) |
| CRP, ESR | Inflammatory markers |
| LFT, RFT, electrolytes | Organ function baseline |
| Serum LDH | Disease activity marker |
| Galactomannan (if fungal suspected) | Aspergillus |
| Blood culture for fungus (if available) | Fungemia |
| Ferritin, fibrinogen, D-dimer | HLH/DIC workup if relevant |
| Variable | Details |
|---|---|
| Preparation method | Centrifuge 3000 rpm x 5 min; take buffy coat layer; spread on glass slide; air dry; Leishman or Giemsa stain |
| Organism visualized (yes/no) | Bacteria, fungi (Candida, Histoplasma), Leishmania amastigotes, microfilariae |
| WBC differential on buffy coat | Compare with automated analyzer |
| Blast percentage on buffy coat | Vs. bone marrow if done |
| Time to result (buffy coat vs. blood culture) | Buffy coat: ~2-3 hours vs. blood culture: 24-72 hours |
| Sensitivity/specificity vs. blood culture | Calculate using blood culture as gold standard |
| Variable | Details |
|---|---|
| Blood culture positive/negative | BACTEC or equivalent system at CSH |
| Organism identified | Gram-negative (E. coli, Klebsiella, Pseudomonas, Acinetobacter) vs. Gram-positive (Staph, Strep, Enterococcus) vs. fungal |
| Antimicrobial sensitivity testing (AST) | CLSI/EUCAST breakpoints; note ESBL, CRE, MRSA |
| MDR/XDR organism (yes/no) | Key for Nepal data |
| Concordance between buffy coat and blood culture | Statistical analysis |
| Variable | Details |
|---|---|
| Empirical antibiotic used | Piperacillin-tazobactam, meropenem, etc. |
| Time to first antibiotic dose | Target: <60 min of fever in high-risk |
| Antibiotic de-escalation done (yes/no) | Based on culture sensitivity |
| Antifungal added (yes/no) | When and which agent |
| G-CSF used (yes/no) | Filgrastim/pegfilgrastim |
| Duration of antibiotic therapy | Days |
| GCSF prophylaxis prior to episode | Yes/no |
| Outcome | Definition |
|---|---|
| Treatment success | Fever defervescence + ANC recovery without ICU/death |
| ICU admission | Yes/no; reason |
| 30-day all-cause mortality | Primary outcome for DM level |
| FN episode resolution time | Days to afebrile + ANC >500 |
| Length of hospital stay | Days |
| Secondary infection during same admission | New organism/site |
| Parameter | Recommendation |
|---|---|
| Design | Prospective observational (or cross-sectional) - feasible for 1-2 year DM program |
| Duration | 12-18 months enrollment |
| Sample size | Use proportion formula: expected bacteremia rate ~30-40% in FN in South Asia; at 95% CI, 5% margin of error → ~120-150 episodes (consult your statistician with exact prevalence) |
| Unit of analysis | FN episodes (one patient can have multiple episodes - define per-episode or per-patient analysis upfront) |
| Inclusion criteria | Diagnosed hematological malignancy; ANC <500/mm³; Temp ≥38.3°C once or ≥38°C for 1 hour; age ≥16 years |
| Exclusion criteria | Non-hematological malignancy; fever with clear non-infectious source (drug fever, transfusion reaction); incomplete data; refusal of consent |
| Analysis | Method |
|---|---|
| Descriptive stats | Mean ± SD or median (IQR) for continuous; frequencies (%) for categorical |
| Bacteremia rate | % with 95% CI |
| Organism frequency | Bar chart/table |
| Risk factors for bacteremia/mortality | Univariate then multivariate logistic regression |
| Buffy coat vs. blood culture yield | Sensitivity, specificity, PPV, NPV (blood culture as reference) |
| Concordance | Kappa statistic |
| Time to diagnosis | Kaplan-Meier or simple mean comparison |
| MASCC score performance | ROC curve, AUROC |
| Software | SPSS v26 or STATA; free option: Epi Info / JASP |
Dm level article..in civil service..use of buffy coat in febrile neutopenia pt in hematological malignancy as granulocyte infusion costs more like nrs 40000 make completle thesis protocol and all data which needs to be collected not to miss single thing as make it to publish in ash
buffy coat granulocyte transfusion febrile neutropenia hematological malignancy
granulocyte infusion transfusion neutropenia infection randomized trial
buffy coat granulocyte infusion febrile neutropenia cost-effective alternative Nepal developing country
PMID: 38023414
granulocyte transfusion neutropenia infection outcomes mortality
https://pmc.ncbi.nlm.nih.gov/articles/PMC10658032
ASH Blood journal submission guidelines hematology clinical trial original article 2024
| Product | Source | Cost at CSH (estimated) | Availability |
|---|---|---|---|
| Apheresis granulocytes | Single-donor leukapheresis | NPR 35,000-40,000+ per unit | Not routinely available; requires G-CSF donor stimulation |
| Buffy coat granulocytes | Pooled from standard whole blood donations | NPR 2,000-4,000 per pool (by-product of component separation) | Available at CSH blood bank |
| Parameter | Detail |
|---|---|
| Design | Prospective, open-label, parallel-group RCT |
| Setting | Department of Clinical Hematology, Civil Service Hospital, Kathmandu |
| Duration | 18 months enrollment + 3 months follow-up |
| Randomization | 1:1; computer-generated block randomization (block size 4 or 6); sealed envelopes |
| Allocation concealment | Sequentially numbered opaque sealed envelopes (SNOSE) |
| Blinding | Open-label (blinding not feasible for transfusion intervention); outcome assessors blinded for 90-day survival |
| Registration | CTRI (Clinical Trials Registry-India - accepted for Nepal) before enrollment |
Study ID: _______ Date of Enrollment: ___/___/____
Arm (GT/ST): _______ Randomization envelope no.: _______
1. Full name (initials only for data): _______
2. Age (years): _______
3. Sex: M / F / Other
4. Address (district/zone): _______ (urban / peri-urban / rural)
5. Ethnicity/caste: Brahmin/Chhetri / Janajati / Madhesi / Dalit / Other
6. Occupation: _______
7. Monthly household income (NPR): <10,000 / 10,000-30,000 / >30,000
8. Health insurance: Yes / No (type: _______)
9. Referral from: OPD / IPD (same hospital) / External referral (hospital name: _______)
10. Height (cm): _______ Weight (kg): _______ BMI: _______
11. ECOG Performance Status at admission: 0 / 1 / 2 / 3 / 4
12. Smoking: Yes / No / Ex-smoker Alcohol: Yes / No
13. Comorbidities: DM / HTN / CKD / CLD / IHD / HIV / TB / None / Other: _______
14. Primary diagnosis:
[ ] AML [ ] ALL [ ] CML (blast crisis) [ ] CLL
[ ] Diffuse Large B-cell Lymphoma (DLBCL)
[ ] Hodgkin Lymphoma (HL)
[ ] Multiple Myeloma (MM)
[ ] MDS [ ] MDS/AML [ ] HSCT recipient
[ ] Other: _______
15. WHO/ICC 2022 subtype (if AML/ALL): _______
16. Cytogenetics/molecular markers:
- FISH/PCR results: _______
- Key markers: FLT3-ITD / NPM1 / BCR-ABL1 / RUNX1::RUNX1T1 / PML::RARA / Other: _______
- Risk stratification (ELN 2022 for AML): Favorable / Intermediate / Adverse
17. Date of initial diagnosis: ___/___/____
18. Disease status at time of FN episode:
[ ] Newly diagnosed, on induction
[ ] Complete remission (CR1/CR2/CR3: ___)
[ ] Partial remission
[ ] Relapsed [ ] Refractory
[ ] Post-HSCT (Day post-transplant: ___)
19. Chemotherapy regimen received:
Regimen name: _______ (e.g., 7+3, HyperCVAD, DHAP, BEP)
Cycle number: _______
Last day of chemotherapy: ___/___/____
Days from last chemo to fever onset: _______
20. G-CSF prophylaxis given (before this FN episode): Yes / No
If yes: Agent: Filgrastim / Pegfilgrastim Dose/day: _______
21. Prior lines of therapy: 1 / 2 / 3 / >3
22. Prior HSCT: Yes / No (autologous / allogeneic; donor type: _______)
23. Bone marrow biopsy result (most recent):
Cellularity: _______% Blasts: _______% Date: ___/___/____
24. Date and time of fever onset: ___/___/____ ____:____
25. Fever pattern: Continuous / Intermittent / Hectic
26. Maximum recorded temperature (°C): _______
27. ANC at fever onset (/mm³): _______
Neutropenia grade: Mild (500-1000) / Severe (<500) / Profound (<100)
28. Hemoglobin at fever onset (g/dL): _______
29. Platelet count at fever onset (/mm³): _______
30. MASCC RISK SCORE (calculate at admission):
Burden of illness (mild/no symptoms = 5; moderate = 3): ___
No hypotension: +5
No COPD: +4
Solid tumor OR no prior fungal infection: +4
No dehydration: +3
Outpatient status: +3
Age <60 years: +2
TOTAL MASCC SCORE: _______ (≥21 = low risk; <21 = HIGH RISK)
31. CISNE score (if applicable for outpatient consideration):
ECOG ≥2: +2; Stress-induced hyperglycemia: +2; COPD: +1; CVC: +1;
Mucositis grade ≥2: +1; Monocytes <200: +1
TOTAL CISNE: _______
32. Clinical site of infection (if identified):
[ ] No focus identified (primary bacteremia)
[ ] Pneumonia (radiological/clinical)
[ ] Urinary tract infection
[ ] Skin/soft tissue (cellulitis, wound)
[ ] Central line/catheter-related infection (CLABSI)
[ ] Oropharyngeal mucositis ± infection
[ ] Perianal infection/typhlitis (neutropenic enterocolitis)
[ ] Intra-abdominal
[ ] CNS (meningitis/encephalitis)
[ ] Sinusitis (fungal sinusitis?)
[ ] Bacteremia/sepsis (no clear focus)
[ ] Multiple sites
[ ] Other: _______
33. Mucositis: Yes / No
WHO Mucositis Grade: 0 / 1 / 2 / 3 / 4
34. Central venous catheter in situ: Yes / No
If yes: Type: PICC / Hickman / Port-a-cath / Temporary CVL
Duration of catheter (days): _______
Signs of catheter infection: Yes / No
35. Sepsis criteria (Sepsis-3):
Suspected infection: Yes
SOFA score: _______ (increase ≥2 = sepsis)
Septic shock: Yes / No (vasopressor required + lactate >2 mmol/L)
36. Shock at presentation: Yes / No
If yes: Type: Septic / Distributive Vasopressor needed: Yes / No
=== HEMATOLOGY ===
37. CBC with 5-part differential (Daily for first 14 days, then every 48h):
- WBC (/mm³): _______
- ANC (/mm³): _______ [= WBC × (Neutrophil% + Band%)]
- Hemoglobin (g/dL): _______
- Platelets (/mm³): _______
- Reticulocytes (%): _______
- Peripheral blood blast %: _______
- Metamyelocytes/bands seen: Yes / No (count: ___)
=== BIOCHEMISTRY ===
38. Serum creatinine (mg/dL): _______ eGFR: _______
39. Blood urea nitrogen (mg/dL): _______
40. Serum sodium (mEq/L): _______ Potassium: _______ Chloride: _______
41. Total bilirubin (mg/dL): _______ Direct: _______
42. AST (U/L): _______ ALT: _______ ALP: _______ GGT: _______
43. Total protein (g/dL): _______ Albumin: _______
44. Serum LDH (U/L): _______
45. Serum uric acid (mg/dL): _______
46. Blood glucose (mg/dL): _______ (random / fasting)
47. PT (sec): _______ INR: _______ aPTT: _______
48. Fibrinogen (mg/dL): _______
49. D-dimer (mg/L): _______
50. Serum ferritin (ng/mL): _______ (screen for HLH)
51. Triglycerides (mg/dL): _______ (screen for HLH)
52. Serum lactate (mmol/L): _______
=== INFLAMMATORY MARKERS ===
53. C-Reactive Protein (mg/L): _______ (Day 0, 3, 7, at defervescence)
54. Erythrocyte Sedimentation Rate (mm/hr): _______
55. Procalcitonin (ng/mL): _______ (key: <0.5 = unlikely bacteremia)
56. Interleukin-6 (pg/mL): _______ (if available - for ASH publication bonus data)
=== MICROBIOLOGY ===
57. Blood culture x2 (peripheral vein, 10 mL each into aerobic + anaerobic bottles):
- Collection time: ____:____
- Bottle 1: Organism: _______ Sensitivity: _______ Result day: ___
- Bottle 2: Organism: _______ Sensitivity: _______ Result day: ___
58. If CVC present - Blood culture from CVC port:
- Collection time: ____:____
- Organism: _______ Sensitivity: _______
- Differential time to positivity (DTP): _______min (CVC vs. peripheral)
(DTP ≥120min = CLABSI)
59. Urine culture (midstream/catheter):
- Organism: _______ Colony count: _______ Sensitivity: _______
60. Sputum/BAL culture (if cough/pulmonary infiltrates):
- Organism: _______ Sensitivity: _______
61. Wound/skin swab culture (if applicable): _______
62. CSF culture (if neurological signs): Organism: _______ Cell count: _______
63. Stool culture (if diarrhea): Organism: _______
64. Throat swab culture: _______
65. Fungal markers:
- Serum Galactomannan (Aspergillus Ag) index: _______ (>0.5 = positive)
- Beta-D-Glucan (pg/mL): _______ (>80 = positive, >200 = strongly positive)
- KOH mount (any specimen): Positive / Negative / Not done
- Fungal blood culture: Organism: _______
66. Viral screening:
- CMV PCR (copies/mL): _______ (pre- and post-transfusion)
- EBV PCR: _______
- HSV serology: IgM / IgG
- HIV Ag/Ab: Positive / Negative
- HBsAg: _______ Anti-HCV: _______
67. ORGANISM CHARACTERIZATION TABLE (fill per isolate):
| # | Specimen | Organism | Gram +/- | Antibiogram | ESBL | CRE | MRSA | MDR |
|---|---|---|---|---|---|---|---|---|
| 1 | | | | | | | | |
| 2 | | | | | | | | |
=== IMAGING ===
68. Chest X-Ray (PA/AP): Date: ___ Findings: _______
69. CT Thorax (HRCT/contrast): Date: ___ Findings: _______
Specific findings: Tree-in-bud / Ground glass / Consolidation / Nodules /
Halo sign (Aspergillus?) / Air crescent sign / Pleural effusion / Normal
70. CT Abdomen/Pelvis (if suspected enterocolitis/abdominal source):
Date: ___ Findings: _______
71. CT Sinuses (if fungal sinusitis suspected): Date: ___ Findings: _______
72. Echocardiogram (if endocarditis suspected): Date: ___ Findings: _______
=== BUFFY COAT-SPECIFIC DATA ===
(To be recorded for ALL patients in GT arm; also record buffy coat smear diagnostic data for ST arm if done)
73. Buffy coat preparation details (GT arm, per transfusion episode):
- Transfusion number (1st/2nd/3rd/4th/5th): _______
- Date/time prepared: ___/___/____ ____:____
- Number of whole blood units pooled: _______
- ABO/Rh groups of donors: _______
- Final granulocyte count of product (×10¹⁰): _______
- Irradiation dose (Gy): _______ (confirm 25 Gy)
- Time from preparation to transfusion (hours): _______ (must be <6h)
- Volume transfused (mL): _______ Dose (mL/kg): _______
74. Pre-transfusion check:
- Patient ABO/Rh: _______
- Cross-match compatible: Yes / No
- CMV status of product: Negative / Positive / Unknown
- Pre-medication given: Paracetamol / Hydrocortisone / Chlorpheniramine (tick all)
75. Buffy coat smear (DIAGNOSTIC use - ALL patients):
- Preparation: Leishman / Giemsa stain
- Time from blood draw to smear result (hours): _______
- WBC differential on smear: N: ___ L: ___ M: ___ E: ___ B: ___
- Blast % on buffy coat smear: _______
- Organisms visualized: Yes / No
If yes: Gram-positive cocci / Gram-negative rods / Yeast forms /
Leishmania amastigotes / Microfilariae / Other: _______
- Concordance with peripheral blood automated analyzer: Yes / No
- Time advantage vs. blood culture result (hours): _______
(This is your KEY diagnostic comparison data for the publication)
=== ANTIBIOTICS ===
76. Time from fever onset to first antibiotic dose (minutes): _______ (target <60 min)
77. Empirical antibiotic regimen (Day 0):
Agent 1: _______ Dose: _______ Route: IV
Agent 2 (if combination): _______ Dose: _______
78. Antibiotic modifications:
Day modified: ___ Reason: Culture result / Non-response / Adverse effect / De-escalation
New regimen: _______
79. Antifungal therapy:
Started: Yes / No Day started: ___
Agent: Fluconazole / Voriconazole / Caspofungin / Amphotericin B
Indication: Empirical (>96h no response) / Targeted (confirmed fungal)
Duration: _____ days
80. Antibiotic de-escalation performed: Yes / No
Day de-escalated: ___ Based on: Culture sensitivity / Clinical response
81. Total duration of IV antibiotics (days): _______
82. Antifungal prophylaxis received prior to this episode: Yes / No
Agent: Fluconazole / Posaconazole / Other: _______
=== GRANULOCYTE TRANSFUSION (GT ARM ONLY) ===
83. Total number of GT administered: _______
84. Day of first GT (from FN onset): _______
85. Days between GTs: _______
86. Reason for stopping GT (tick one):
[ ] ANC ≥500 achieved [ ] Afebrile ≥24h
[ ] Adverse event [ ] Completed 5 cycles [ ] Patient refusal [ ] Death
87. GT ADVERSE EVENT LOG (per transfusion):
| GT# | Fever | Chills/Rigor | Urticaria | Dyspnea | SpO2 drop | TRALI | Transfusion stopped |
|---|---|---|---|---|---|---|---|
| 1 | | | | | | | |
| 2 | | | | | | | |
| 3 | | | | | | | |
| 4 | | | | | | | |
| 5 | | | | | | | |
88. Post-transfusion CMV PCR (Day 7, Day 14): _______
89. Post-transfusion HLA alloimmunization screening (Day 30): Positive / Negative
=== SUPPORTIVE CARE ===
90. G-CSF administered during this episode: Yes / No
Agent: Filgrastim / Pegfilgrastim Dose: _______ Start day: ___ Total doses: ___
91. PRBC transfusion: Yes / No Units given: ___ Hb threshold: _______
92. Platelet transfusion: Yes / No Units given: ___ Platelet threshold: _______
93. Nutritional support: IV TPN / Enteral / Oral Calorie goal met: Yes / No
94. Foley catheter inserted: Yes / No
95. ICU admission: Yes / No Date: ___/___/____ Duration (days): _______
96. Vasopressor used: Yes / No Agent: Noradrenaline / Adrenaline / Both
Duration of vasopressors (hours): _______
97. Mechanical ventilation: Yes / No Duration (hours): _______
98. Renal replacement therapy: Yes / No Duration (days): _______
=== PRIMARY OUTCOME ===
99. 28-day all-cause mortality: ALIVE / DEAD
If dead: Date of death: ___/___/____ Cause of death: _______
(Septic shock / Respiratory failure / MDR infection / Disease progression /
GT adverse event / Other: _______)
=== SECONDARY OUTCOMES ===
100. Time to ANC ≥500/mm³ (days from FN onset): _______
Date of ANC recovery: ___/___/____ ANC value: _______
Confirmed on 2 consecutive days: Yes / No
101. Time to defervescence (days from FN onset): _______
Date of last fever: ___/___/____
Definition used: Afebrile >24 hours without antipyretics
102. Blood culture conversion to negative:
Date of first negative culture: ___/___/____
Days to culture clearance: _______
103. Duration of IV antibiotic therapy (days): _______
104. Total length of hospital stay (days): _______
105. ICU admission during this episode: Yes / No ICU days: _______
106. 30-day overall survival: ALIVE / DEAD
107. 90-day overall survival: ALIVE / DEAD
If dead: Date: ___ Cause: _______
=== CLINICAL RESPONSE CLASSIFICATION ===
108. Clinical response at Day 7:
Complete response (CR): Afebrile + ANC recovering + no active infection
Partial response (PR): Afebrile but ANC not recovered / Infection controlled
No response (NR): Still febrile or infection progressing
Progressive disease (PD): Worsening infection / new focus
=== COST DATA ===
109. GT cost per episode (NPR):
- Whole blood units purchased: ___ × NPR ___/unit = NPR _______
- Irradiation cost: NPR _______
- Blood bank processing cost: NPR _______
- Pre-medications: NPR _______
- TOTAL GT COST (NPR): _______
110. Total antibiotic cost (NPR): _______
111. Total hospitalization cost (NPR): _______
112. Total episode cost (NPR): _______ vs. ST arm patient: _______
113. Estimated cost if apheresis GT was used (for comparison): NPR _______
(Based on institutional quote or published pricing)
114. Patient status at Day 30: Alive / Dead / Lost to follow-up
115. Patient status at Day 60: Alive / Dead / Lost to follow-up
116. Patient status at Day 90: Alive / Dead / Lost to follow-up
117. Underlying malignancy status at Day 90: CR / PR / Stable / Progression / Relapse
118. Any subsequent FN episode requiring re-hospitalization: Yes / No
If yes: Same organism / Different organism
119. ANC at Day 30 follow-up (/mm³): _______
120. Post-GT alloimmunization (HLA antibody) at Day 30: Positive / Negative
| Analysis | Method | Software |
|---|---|---|
| Baseline characteristics | Mean±SD or median(IQR); frequency(%) | SPSS v26 / STATA |
| Primary outcome (28-day mortality) | Chi-square / Fisher's exact; Risk Ratio + 95%CI | SPSS |
| Time-to-event outcomes | Kaplan-Meier curves; Log-rank test | SPSS / R (survminer) |
| Time to ANC recovery | Kaplan-Meier; hazard ratio by Cox regression | SPSS/R |
| Multivariate analysis | Logistic regression (adjust for MASCC, malignancy type, ANC nadir) | SPSS |
| Subgroup analyses | AML vs. ALL vs. lymphoma; profound vs. severe neutropenia; fungal vs. bacterial infection | Pre-specified |
| Cost analysis | Mean cost per episode (GT arm vs. ST arm); paired t-test or Mann-Whitney | SPSS |
| Buffy coat diagnostic yield | Sensitivity/specificity vs. blood culture; Kappa statistic | MedCalc |
| Adverse event rate | Frequency table; Fisher's exact between arms | SPSS |
| CONSORT flow diagram | Mandatory for RCT reporting | Flow diagram |
Make an excel sheet which will make my data entry easier
ls -la /home/daytona/workspace/ 2>/dev/null || mkdir -p /home/daytona/workspace/…
mkdir -p /home/daytona/workspace/fn-thesis && python3 << 'PYEOF' import openpyxl…
ls -la /home/daytona/workspace/fn-thesis/ && df -h /home/daytona/workspace/
mkdir -p /home/daytona/workspace/fn-thesis && ls -la /home/daytona/workspace/ &&…
python3 -c " import os os.makedirs('/home/daytona/workspace/fn-thesis', exist_ok…
python3 -c " import os, stat # find writable directory for p in ['/home/daytona'…
python3 << 'PYEOF' import openpyxl from openpyxl.styles import PatternFill, Font…
ls -lh /home/daytona/fn-thesis/
FN HematMalig DataEntry CSH
Spreadsheet · XLSX
| Sheet | Purpose |
|---|---|
| INSTRUCTIONS | Colour legend, rules, sheet guide |
| 1. DEMOGRAPHICS | Age, sex, BMI (auto), ECOG, income, referral |
| 2. MALIGNANCY_CHEMO | Diagnosis, ELN risk, regimen, disease status |
| 3. FN_EPISODE + MASCC | MASCC score auto-calculated from 6 components |
| 4. LAB_CBC_DAILY | 1 row per day per patient - 15 timepoints available |
| 5. LAB_BIOCHEM_MARKERS | Creatinine, LFT, LDH, PCT, CRP, Ferritin, Galactomannan |
| 6. MICROBIOLOGY | 40 rows, full antibiogram (S/R/I), ESBL/CRE/MDR dropdowns |
| 7. GT_TRANSFUSION_LOG | GT arm only - prep details, granulocyte count, irradiation, AEs |
| 8. BUFFY_COAT_DIAGNOSTIC | Auto-calculates True Positive/Negative AND hours saved vs blood culture |
| 9. TREATMENT | Antibiotics, antifungals, G-CSF, ICU, vasopressors |
| 10. OUTCOMES | 28-day mortality (primary), ANC recovery days, costs in NPR |
| 11. FOLLOW_UP | Day 30/60/90 survival, disease status, HLA alloimmunization |
| 12. DASHBOARD | Auto-pulls key numbers from all sheets - GT vs ST comparison at a glance |
| 13. CODEBOOK | Every variable defined with normal ranges and coding guide |