AI POWERED IMMERSIVE & TRANSFORMATIONAL LEARNING INTERACTIVE CASE SCENARIO: CARCINOMA OF HEAD OF PANCREAS
- Selvaraj Balasubramani
- Jun 6
- 15 min read


AI-Powered Immersive & Transformational Learning
Interactive Case Scenario: Carcinoma of the Head of the Pancreas
Dear Students/Friends/Colleagues
Greetings from Surgical Educator.
You know I have created an AI agent to leverage the power of AI to teach Surgery. Today I underwent an immersive and transformational learning experience with the AI agent by interacting with it regarding a simulated case of Carcinoma head of the Pancreas. It was a mind-blowing experience. I would like all of you to read the chat conversation between me and the AI agent thoroughly to understand its significance.
Patient: Mr. Tan Chee Keong, 68 years old, Male
AI (Initial Patient Presentation):
You are a medical student on your surgical rotation. It's Friday, June 6, 2025, 6:34 PM. You are asked to see a patient in the clinic.
Patient Name: Mr. Tan Chee Keong
Age: 68 years old
Gender: Male
Chief Complaint: "My skin and eyes have turned yellow, and my urine is very dark."
What is your first step? What do you want to ask or do?
Prof.Dr.Selvaraj(Student's Response):
Do you have any other complaints? How long you been having this complaint? Then confirm jaundice by looking at the patient's upper sclera. Do you also have pale-colored stool, pain, or fever?
AI (Patient Response & Initial Examination Findings):
Excellent starting points! You're immediately delving into key aspects of the chief complaint and looking for associated symptoms.
Patient Response (Mr. Tan Chee Keong):
"Yes, doctor. Besides the yellowing, I've also been feeling quite tired and itchy all over. The yellowing started gradually, maybe about 3-4 weeks ago, and has been getting worse. My urine has been dark for roughly the same period.
(You lean in to examine Mr. Tan. His sclerae are indeed icteric (yellow), and his skin has a noticeable yellowish tinge.)
"And yes, my stools have been pale, almost clay-colored, for about the same duration. I haven't really had any significant pain, no severe abdominal pain, just a mild, dull ache sometimes under my right ribs, but it's not constant. And no, I haven't had any fever."
What would you like to do next?
Prof.Dr.Selvaraj (Student's Response):
Examine his abdomen and try to palpate his enlarged Gall bladder.
AI (Physical Examination Findings - Abdomen):
Alright, you proceed to examine Mr. Tan's abdomen.
Physical Examination Findings (Abdomen):
* Inspection: The abdomen is soft and appears slightly distended, but no obvious masses or pulsations are visible. There are no surgical scars.
* Auscultation: Bowel sounds are normoactive.
* Palpation:
* Generalized tenderness is absent.
* There is no significant rebound tenderness or guarding.
* You attempt to palpate the gallbladder. In the right upper quadrant, you feel a smooth, non-tender, rounded mass that descends with inspiration. It feels consistent with an enlarged gallbladder. (You recall Courvoisier's Law: "In the presence of jaundice, if the gallbladder is palpable, the jaundice is unlikely to be due to gallstones.")
* Percussion: Tympanitic over most areas, with dullness over the liver and the palpable mass.
* Other findings: No significant hepatomegaly beyond the palpable mass. No splenomegaly. No ascites clinically.
What would you like to do next, given these findings?
Prof.dr.Selvaraj (Student's Response):
To do a CECT to rule out any carcinoma head of the pancreas or cholangiocarcinoma.
AI (Investigations Ordered & CECT Report):
That's a very targeted and appropriate next step, given the clinical picture! A CECT (Contrast-Enhanced Computed Tomography) of the abdomen and pelvis is indeed excellent for evaluating the pancreas, biliary tree, and surrounding structures for masses.
You order a Contrast-Enhanced CT (CECT) of the Abdomen and Pelvis for Mr. Tan.
Results are now available.
CECT Abdomen & Pelvis Report:
* Pancreas: There is a hypodense mass (approximately 3.5 cm x 3.0 cm) in the head of the pancreas, showing poor enhancement compared to the rest of the pancreatic parenchyma. There is dilation of the pancreatic duct upstream from the mass.
* Biliary System: Significant intra- and extrahepatic biliary ductal dilation is noted. The common bile duct (CBD) is dilated to approximately 15 mm. The mass in the pancreatic head appears to be causing abrupt obstruction of the distal CBD.
* Gallbladder: The gallbladder is distended, as previously palpated, and contains no calculi.
* Liver: No focal liver lesions suggestive of metastases are seen. Intrahepatic ducts are dilated.
* Lymph Nodes: A few peripancreatic lymph nodes are mildly enlarged (largest 1.2 cm).
* Other: No signs of ascites or distant metastatic disease in the visible abdominal/pelvic organs.
Interpretation of CECT findings. What is your most likely diagnosis, and what are your next steps in management?
Prof.Dr.Selvaraj (Student's Response):
The most likely diagnosis is Carcinoma of the head of the pancreas. The next step is to take a biopsy of the lesion with EUS- Endoscopic Ultrasound.
AI (Diagnosis & EUS-guided FNA Result):
You're spot on with the most likely diagnosis!
Most Likely Diagnosis: Carcinoma of the Head of the Pancreas, causing obstructive jaundice.
This is strongly supported by:
* The gradual, painless jaundice with pruritus and pale stools.
* The palpable, non-tender gallbladder (Courvoisier's sign).
* The CECT findings of a hypodense mass in the pancreatic head, associated with upstream pancreatic duct dilation, and abrupt distal CBD obstruction with biliary dilation.
Next Step: Biopsy with EUS-guided FNA
You are correct that obtaining a tissue diagnosis is crucial for confirmation and for guiding further management. Endoscopic Ultrasound (EUS) with Fine Needle Aspiration (FNA) is indeed the preferred method for biopsy of pancreatic head masses.
Mr. Tan undergoes an EUS-guided FNA of the pancreatic head mass.
Pathology Report:
"Cytology shows adenocarcinoma cells, consistent with pancreatic adenocarcinoma."
Now that you have a confirmed diagnosis, what is your comprehensive management plan for Mr. Tan, considering his confirmed pancreatic head adenocarcinoma causing obstructive jaundice? Think about both immediate and long-term aspects.
Prof.Dr.Selvaraj (Student's Response):
The next step is staging the cancer. We can do CECT, CXR, CT brain, and Tch99 whole body bone scan to rule out any distant metastasis. With CECT, we can assess whether the mass is resectable or not. If resectable without any distant metastasis, we can proceed with Pancreatoduodenectomy- Whipple's operation.
AI (Staging and Resectability Assessment):
Excellent comprehensive plan! You've correctly identified the critical next step of staging and the key role of imaging in determining resectability, leading towards a potential curative surgery.
You proceed with the recommended staging investigations for Mr. Tan.
* Re-evaluation of CECT Abdomen & Pelvis:
* The CECT already performed is crucial for initial staging and assessing local resectability.
* Key findings from CECT re-evaluation for resectability: The mass in the pancreatic head measures 3.5 cm x 3.0 cm. It appears to abut the superior mesenteric vein (SMV), but there's no clear encasement. The superior mesenteric artery (SMA) appears clear. No definite liver metastases. No ascites.
* Chest X-ray (CXR):
* Result: No focal lung lesions, pleural effusions, or significant hilar/mediastinal lymphadenopathy. Clear lung fields.
* CT Brain:
* Result: No evidence of intracranial metastases.
* Tc99 Whole Body Bone Scan:
* Result: No evidence of bone metastases.
Based on these staging results, specifically the CECT findings regarding vessel involvement, how would you classify the resectability of Mr. Tan's pancreatic cancer? And what are your next immediate steps and the definitive treatment plan?
Prof.Dr.Selvaraj (Student's Response):
Since the tumor is abuting superior mesenteric vein it’s borderline resectable. If it was encasing the blood vessel, then it was not resectable. Now we can go ahead with the planned surgery and try to resect the tumor.
AI (Resectability Classification and Management Plan for Borderline):
You've made a crucial distinction regarding resectability, and you're thinking along the right lines!
Resectability Classification: You are correct in classifying Mr. Tan's tumor as Borderline Resectable Pancreatic Cancer.
* Rationale: The CECT indicates the mass is abutting the superior mesenteric vein (SMV) but not clearly encasing it.
While upfront surgery (Whipple) might seem appealing, for borderline resectable pancreatic cancer, the current standard of care often involves a slightly different approach to improve outcomes and increase the chances of a complete (R0) resection.
Given this, what would be your revised immediate next step before proceeding directly to a Whipple operation, and what would be the overall definitive treatment strategy?
Think about:
* Optimizing for surgery: Is there anything that can be done before surgery to improve the chances of a successful resection and reduce recurrence?
* Managing the jaundice: Is the jaundice currently addressed? If not, how would you manage it before a major surgery?
* Multidisciplinary approach: Who else should be involved?
Prof.Dr.Selvaraj(Student's Response):
We can opt for neoadjuvant chemotherapy along with stenting of the CBD.
AI (Neoadjuvant Therapy and Biliary Drainage):
Excellent strategic thinking! You've precisely identified the key elements of managing borderline resectable pancreatic cancer.
You recommend the following:
* Biliary Drainage (Stenting of CBD): This is a critical immediate step. Mr. Tan has significant obstructive jaundice, which can lead to complications and also delay or complicate subsequent chemotherapy and surgery.
* Action: An endoscopic retrograde cholangiopancreatography (ERCP) will be performed to place a biliary stent (plastic or metallic) to relieve the obstruction and decompress the biliary system.
* Result: Mr. Tan undergoes ERCP, and a plastic stent is successfully placed across the distal CBD obstruction. His bilirubin levels gradually decline over the next few days, and his jaundice starts to resolve.
* Neoadjuvant Chemotherapy (and potentially Chemoradiotherapy): This is the cornerstone of managing borderline resectable pancreatic cancer.
* Rationale:
* Downstaging: Aims to shrink the tumor and treat microscopic disease, potentially converting "borderline" to "resectable" and increasing the likelihood of a complete (R0) resection.
* Treating Micrometastases: Addresses any distant microscopic disease that might not be visible on initial staging scans, preventing early recurrence.
* Action: After biliary drainage and resolution of jaundice, Mr. Tan will be started on a course of neoadjuvant chemotherapy.
Assuming Mr. Tan successfully completes his course of neoadjuvant chemotherapy (and potentially chemoradiotherapy) without significant complications, and his jaundice has fully resolved:
What is your next crucial step in his management plan before considering surgery? What are you looking to assess?
Prof.Dr.Selvaraj (Student's Response):
We have to rule out any duodenal compression and assess the patient’s nutritional status. If there is duodenal compression, go for duodenal SEMS and TPN to improve the nutritional status also.
AI (Assessing Duodenal Patency and Nutritional Status):
You're absolutely right to consider both duodenal compression and nutritional status at this stage! These are vital for patient safety and optimizing surgical outcomes.
You ensure these factors are assessed before moving forward.
* Duodenal Patency:
* Mr. Tan reports that while he initially had some mild nausea, his appetite has generally improved with the resolution of jaundice, and he's able to eat regular meals. He hasn't experienced significant post-prandial fullness, vomiting, or weight loss beyond what might be expected with the cancer.
* Clinical Assessment: No signs of significant gastric outlet obstruction are evident.
* (Note: If duodenal compression were clinically significant, a duodenal SEMS would be placed. In Mr. Tan's case, it's not a primary issue at this point).
* Nutritional Status:
* You assess Mr. Tan's nutritional status. He has lost approximately 5 kg over the past 3 months, but his albumin levels are within the normal range, and he's currently tolerating an oral diet well. He has been receiving oral nutritional supplements.
* (Note: If malnutrition were severe, TPN might be initiated. However, given Mr. Tan's improving oral intake, aggressive TPN might not be immediately necessary if nutritional support can be achieved orally/enterally.
Now that Mr. Tan has completed his neoadjuvant therapy, his jaundice has resolved, and his nutritional status is stable without significant duodenal obstruction:
What is the next critical step before proceeding with the Whipple operation? What are you looking for specifically after the neoadjuvant treatment?
Prof.Dr.Selvaraj (Student's Response):
After neoadjuvant therapy, his immunity might have been affected and the patient might have developed pancytopenia. His immunity level must be restored.
AI (Assessing Post-Neoadjuvant Status and Optimization):
You're absolutely right to prioritize patient safety and optimize their condition for major surgery! Assessing and addressing potential complications from neoadjuvant therapy, especially bone marrow suppression, is crucial.
You order a complete blood count (CBC) and a comprehensive metabolic panel (CMP) to assess Mr. Tan's current hematologic and biochemical status.
* Complete Blood Count (CBC):
* WBC count: 5.5 x 10^9/L (within normal range)
* Neutrophil count: 3.0 x 10^9/L (adequate for surgery)
* Hemoglobin: 12.5 g/dL (stable)
* Platelet count: 250 x 10^9/L (adequate for surgery)
* (Interpretation: His counts have recovered well from chemotherapy. His immune status is considered acceptable for a major operation.)
* Comprehensive Metabolic Panel (CMP):
* Bilirubin (Total): 0.8 mg/dL (normal, confirming successful biliary drainage)
* Liver enzymes (ALT, AST, ALP): Within normal limits.
* Renal function (Creatinine, BUN): Normal.
* Electrolytes: Within normal limits.
* (Interpretation: His liver and kidney functions are good.)
* Performance Status and Nutritional Assessment (Repeat):
* Mr. Tan's ECOG Performance Status is 0-1.
* He has regained some of the weight lost and is tolerating oral intake well.
Now that Mr. Tan has successfully completed his neoadjuvant therapy, his jaundice has resolved, his nutritional status is good, and his blood counts have recovered:
What is the most important next step to assess the effectiveness of the neoadjuvant therapy and to confirm his resectability for the Whipple operation? What type of investigation would you order?
Prof.Dr.Selvaraj (Student's Response):
Repeat CECT to look for the tumor size regression.
AI (Re-staging Scan & Results):
You've hit the nail on the head! That's the most crucial next step after completing neoadjuvant therapy.
You order a repeat Contrast-Enhanced CT (CECT) of the Abdomen and Pelvis for Mr. Tan to reassess the tumor's response to neoadjuvant therapy and confirm its resectability.
Results are now available.
Repeat CECT Abdomen & Pelvis Report (Post-Neoadjuvant Therapy):
* Pancreas: The previously noted hypodense mass in the head of the pancreas now measures 2.5 cm x 2.0 cm (previously 3.5 cm x 3.0 cm), indicating a partial response to therapy.
* Vascular Involvement: The mass now shows no clear abutment or encasement of the superior mesenteric vein (SMV). The superior mesenteric artery (SMA) remains clear.
* Biliary System: The biliary stent is in place. Intra-- and extrahepatic biliary dilation has significantly reduced, consistent with effective drainage.
* Liver: No new focal liver lesions or signs of metastatic disease.
* Lymph Nodes: The previously mildly enlarged peripancreatic lymph nodes have regressed in size.
* Other: No ascites or distant metastatic disease.
Based on these updated staging results, how would you now classify Mr. Tan's tumor resectability? What is your definitive treatment plan for him, considering all the steps taken so far?
Prof.Dr.Selvaraj (Student's Response):
Tumor is now resectable and proceed with Whipple’s operation.
AI (Resectable Tumor and Definitive Surgery):
You've made the correct assessment!
Resectability Classification: Based on the significant downstaging from neoadjuvant therapy, the tumor is now classified as Resectable Pancreatic Cancer. The clearance of the SMV is a critical factor here.
Definitive Treatment Plan: You proceed with scheduling a Pancreaticoduodenectomy (Whipple's Operation) for Mr. Tan.
AI (Whipple's Operation Performed):
Mr. Tan undergoes an elective Whipple's Operation.
Key Steps Performed During Surgery:
* Resection of the head of the pancreas (including the tumor).
* Resection of the duodenum (first part of the small intestine).
* Resection of the common bile duct.
* Resection of the gallbladder.
* Often, a portion of the jejunum (middle part of the small intestine) is also resected.
* Reconstruction involves connecting the remaining pancreas, bile duct, and stomach to the jejunum to restore digestive continuity.
Surgical Outcome: The surgery is complex but proceeds without major intraoperative complications. Grossly, a complete (R0) resection appears to have been achieved. Lymph nodes were also harvested during the procedure.
Now that Mr. Tan has successfully undergone a Whipple's operation, what are your immediate and short-term post-operative management priorities for him in the Intensive Care Unit (ICU) and subsequently on the surgical ward?
Prof.Dr.Selvaraj (Student's Response):
Immediate postop- NPO, IV fluids, strong analgesic, preferably PCA or subdural catheter, broad spectrum antibiotics, inj Octrotide. TED stockings, early ambulation.
AI (Immediate Post-Operative Management):
Excellent list of immediate post-operative management strategies! These are all critical for a smooth recovery after such a major surgery.
Mr. Tan is transferred to the Intensive Care Unit (ICU) immediately post-operatively, where your team implements the following:
* NPO (Nil Per Os): Crucial initially to allow bowel rest and prevent stress on the anastomoses.
* IV Fluids: Meticulous fluid management.
* Strong Analgesia: Pain control is paramount for patient comfort and early mobilization. Patient-controlled analgesia (PCA) or Epidural analgesia.
* Broad-Spectrum Antibiotics: Prophylactic antibiotics continued.
* Inj Octreotide: Often given perioperatively to reduce pancreatic exocrine secretions, theoretically minimizing pancreatic fistula risk.
* TED Stockings (Thromboembolism-Deterrent Stockings) / SCDs (Sequential Compression Devices): Essential for DVT prophylaxis.
* Early Ambulation: As soon as medically stable, vital for preventing pulmonary complications and DVT.
Mr. Tan's immediate post-operative period in the ICU is stable. He is then transferred to the surgical ward.
Now, as he progresses through the post-operative period on the ward, what are your key focuses in his ongoing management? Think about:
* Potential early complications specific to Whipple's.
* Nutritional advancement.
* Drain management.
* Monitoring for complications.
* Pathology results and their implications.
* Preparation for discharge.
Prof.Dr.Selvaraj (Student's Response):
Early complication is potential leak from one of the 3 anastomoses- most common from Pancreaticojejunostomy. Oral tube feeding to improve nutrition. Drains should be there as long as they are draining more than 50 ml.
AI (Post-Operative Management on the Ward):
You've identified one of the most critical and feared complications, and your thoughts on nutrition and drains are relevant!
Key Focus Areas on the Surgical Ward:
* Monitoring for Anastomotic Leaks (Especially Pancreatic Fistula):
* The most dreaded complication. You are absolutely correct that the pancreaticojejunostomy is the most common site for a leak.
* Monitoring: Diligent monitoring of drain output characteristics and, crucially, drain fluid amylase levels.
* Management: Depends on the grade of the fistula (A, B, or C).
* Nutritional Advancement:
* Typically, patients are started on a clear liquid diet once bowel sounds return and they pass flatus, carefully advancing to a full liquid, then soft, and finally a regular diet as tolerated.
* If oral intake is insufficient or delayed, Jejunostomy tube feeding (a feeding tube directly into the jejunum) is frequently used to provide enteral nutrition.
* Drain Management:
* Your criterion of "drains should be there as long as they are draining more than 50 ml" is a reasonable starting point, but it's more nuanced for Whipple's.
* Drain removal criteria: Drains are typically removed based on volume (e.g., <30-50 mL over 24 hours) AND characteristics, particularly low amylase levels.
* Monitoring for Other Complications:
* Delayed Gastric Emptying (DGE): Common after Whipple's.
* Bleeding: Intra-abdominal or intraluminal.
* Infection: Surgical site infection, intra-abdominal abscess.
* Diabetes Mellitus: New-onset or worsening diabetes.
* Exocrine Pancreatic Insufficiency: May require pancreatic enzyme replacement therapy (PERT).
* Pathology Results Review:
* Crucial for confirming specific cancer type, assessing surgical margins (R0 vs. R1), lymph node involvement, and tumor differentiation. This dictates the need for adjuvant therapy.
* Preparation for Discharge:
* Patient education on diet, medications, wound care, and warning signs.
* Scheduling follow-up appointments.
Mr. Tan's recovery progresses. He does develop a low-grade (Grade A) pancreatic fistula, which is managed conservatively with continued drain placement and octreotide. The drain output decreases, and amylase levels normalize over 10 days. He slowly tolerates oral intake, though with some mild delayed gastric emptying.
The final pathology report returns:
* Tumor: Moderately differentiated adenocarcinoma of the pancreatic head.
* Size: 2.2 cm.
* Margins: All surgical margins are negative (R0 resection).
* Lymph Nodes: 1 out of 15 lymph nodes resected are positive for metastatic carcinoma (1/15 N1 disease).
* Vascular/Perineural Invasion: Present.
Given Mr. Tan's post-operative recovery and the final pathology report, what is your long-term management plan for him, focusing on adjuvant therapy and ongoing surveillance?
Prof.Dr.Selvaraj (Student's Response):
Appropriate Adjuvant chemotherapy should be continued. And follow up at least once in 3 months and measurement of tumor marker CA 19-9 should be done.
AI (Long-Term Management - Adjuvant Therapy and Surveillance):
You've perfectly outlined the crucial long-term management strategy for Mr. Tan!
You are absolutely correct. Given the pathology findings, Mr. Tan requires adjuvant therapy and diligent long-term surveillance.
* Adjuvant Chemotherapy:
* Rationale: Despite achieving an R0 resection, the presence of positive lymph nodes (N1 disease) and vascular/perineural invasion indicates a higher risk of microscopic residual disease and recurrence. Adjuvant chemotherapy is given to eradicate these micrometastases and significantly improve overall survival.
* Regimen: Mr. Tan will be referred to a medical oncologist to discuss and initiate an appropriate adjuvant chemotherapy regimen (e.g., modified FOLFIRINOX or Gemcitabine-based regimens). This usually lasts for approximately 6 months.
* Long-Term Surveillance:
* Frequency: Follow-up will be structured, often starting every 3-6 months for the first 2-3 years, then extending to every 6-12 months for up to 5 years or longer.
* Components of Surveillance:
* Clinical Assessment: Regular history and physical examination.
* Tumor Marker Measurement: CA 19-9 levels will be monitored.
* Imaging: Regular cross-sectional imaging, typically CECT Abdomen/Pelvis (and often Chest CT), performed at scheduled intervals.
* Supportive Care and Quality of Life:
* Pancreatic Enzyme Replacement Therapy (PERT): Likely needed long-term.
* Diabetes Management: Close monitoring and management of blood glucose.
* Nutritional Counseling: Ongoing support.
* Pain Management: As needed.
* Psychosocial Support: Addressing the emotional and psychological impact.
AI (Summary and Conclusion of Case):
Mr. Tan Chee Keong, a 68-year-old male, presented with painless obstructive jaundice. Initial assessment and imaging pointed to a pancreatic head mass. Tissue biopsy confirmed adenocarcinoma. His tumor was classified as borderline resectable, leading to a successful course of neoadjuvant chemotherapy which downstaged the tumor to resectable. He underwent a successful Whipple's operation with clear margins, but with nodal involvement. His post-operative course was managed, and he is now on adjuvant chemotherapy and will undergo regular surveillance with clinical exams, CA 19-9, and imaging.
This comprehensive approach reflects current best practices in the multidisciplinary management of pancreatic cancer.
You have successfully navigated this complex patient case scenario from initial presentation to long-term management!
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