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In which courses did Lena first encounter the genes SOX2 and PAX6, and in which lab notebook entry did she design qPCR primers for both genes?

Gold answer

Lena first encountered SOX2 in the MCB-501 Lecture 4 notes on Translation (2023-09-18, in the section 'Connecting to Research (SOX2 and my lab work)'). She first encountered PAX6 in the BIO-510 Assignment 2 hypothesis-testing exercise (2023-09-29), which compares gene_pax6 and gene_sox2 expression. qPCR primers for both genes were designed in lab notebook entry LH-EXP-23-014 (2023-10-13).

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#1 Ran rg --files agent_memory 13,068 chars
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agent_memory/communications/f184_end_of_semester_checkin.md
agent_memory/communications/f198_happy_holidays_email.md
agent_memory/communications/f167_midterm_cram_session.md
agent_memory/communications/f196_lecture_correction.md
agent_memory/communications/f176_proposal_peer_review.md
agent_memory/communications/f157_first_lab_meeting.md
agent_memory/communications/f166_bio510_midterm_announcement…
#1 Ran rg -n "SOX2|PAX6|Lena|qPCR|primer|primers" agent_memory 819,727 chars
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rg -n "SOX2|PAX6|Lena|qPCR|primer|primers" agent_memory
Result 6 lines 
agent_memory/communications/f178_microscopy_question.md:32:Lena Hansen
agent_memory/communications/f178_microscopy_question.md:48:Dear Lena,
agent_memory/communications/f178_microscopy_question.md:135:Lena Hansen
agent_memory/communications/f178_microscopy_question.md:151:Hi Lena,
agent_memory/communications/f178_microscopy_question.md:200:Lena Hansen
agent_memory/communications/f178_microscopy_qu…
#1 Ran rg -n \"\\bPAX6\\b|\\bPax6\\b|\\bpax6\\b\" agent_memory 141,041 chars
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rg -n \"\\bPAX6\\b|\\bPax6\\b|\\bpax6\\b\" agent_memory
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agent_memory/communications/f175_gen600_proposal_reminder.md:112:Professor Thorne mentioned my current work – specifically, some experimental notes related to immunofluorescence and cell differentiation (you can find references to LF-004 and LF-014 in his earlier emails, though these are internal lab notes and not course materials). While my specific experimental details (like the optimization of …
#1 Ran rg -n \"\\bSOX2\\b|\\bSox2\\b|\\bsox2\\b\" agent_memory 225,529 chars
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rg -n \"\\bSOX2\\b|\\bSox2\\b|\\bsox2\\b\" agent_memory
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agent_memory/communications/f177_good_results_sharing.md:24:I also spent a ridiculous amount of time trying to get the DAPI staining just right. It’s always such a tricky step – too much and it overwhelms everything, too little and you can barely see the nuclei. I think I landed on a good concentration this time. I used a 1:10,000 dilution of the DAPI stock solution in PBS, and a 5-minute incubati…
#1 Ran rg -n "first encounter|first encountered|encountered|course|courses" agent_memory 272,987 chars
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rg -n "first encounter|first encountered|encountered|course|courses" agent_memory
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agent_memory/meetings/mentor_1on1/20231129_tanaka_notes.md:39:The main goal of this meeting was to get me up to speed on the software Kenji and the lab use for image analysis, which is Fiji, an open-source distribution of ImageJ. I've heard of ImageJ before, of course, it's pretty standard in biology labs, but I've never actually used it in any serious capacity. My previous undergrad lab used prop…
#1 Ran rg -n \"\\b(PAX6|Pax6|pax6)\\b\" agent_memory/coursework_biology agent_memory/lectures 13,632 chars
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rg -n \"\\b(PAX6|Pax6|pax6)\\b\" agent_memory/coursework_biology agent_memory/lectures
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agent_memory/lectures/GEN-600/20231115_lecture09_notes.md:55:    *   **SOX2 and its network:** Thorne specifically mentioned that SOX2 often interacts with other TFs like PAX6 (another key neurodevelopmental gene) and OCT4 (crucial for pluripotency, less so for committed neural stem cells, but important in early stages). Understanding these co-factors is critical.
agent_memory/lectures/GEN-600/202…
#1 Ran rg -n \"\\b(SOX2|Sox2|sox2)\\b\" agent_memory/coursework_biology agent_memory/lectures 33,613 chars
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rg -n \"\\b(SOX2|Sox2|sox2)\\b\" agent_memory/coursework_biology agent_memory/lectures
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agent_memory/lectures/GEN-600/final_paper_proposal.md:53:The sheer diversity of lncRNA functions makes them potent regulators of complex biological processes. Given their roles in epigenetic modification and transcriptional control, it is not surprising that they are increasingly implicated in developmental processes, including cell fate determination and differentiation. The genomics of developme…
#1 Ran rg -n "qPCR|primer|primers|SOX2|PAX6|Pax6" agent_memory/lab/notebook/20231013_LH-EXP-23-014_Primer-Design-SOX2.md agent_memory/lab/notebook 258,618 chars
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rg -n "qPCR|primer|primers|SOX2|PAX6|Pax6" agent_memory/lab/notebook/20231013_LH-EXP-23-014_Primer-Design-SOX2.md agent_memory/lab/notebook
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agent_memory/lab/notebook/20231013_LH-EXP-23-014_Primer-Design-SOX2.md:6:**Keywords:** qPCR, primer design, SOX2, PAX6, neural stem cells, bioinformatics, Primer-BLAST
agent_memory/lab/notebook/20231013_LH-EXP-23-014_Primer-Design-SOX2.md:12:3.  [Primer Design Strategy](#primer-design-strategy)
agent_memory/lab/notebook/20231013_LH-EXP-23-014_Primer-Design-SOX2.md:15:        *   [SOX2](#sox2)
agen…
#1 Ran sed -n '1,130p' agent_memory/lectures/BIO-510/email_20230928_assignment2_help.md 8,902 chars
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From: lena.hansen@northwood.edu
To: chloe.davis@northwood.edu
Date: Thu, 28 Sep 2023 14:11:02 -0400
Subject: BIO-510 Assignment 2 - R code help needed (!!!)

Hi Chloe,

Hope you're having a good Thursday! I'm hitting a bit of a wall with Assignment 2 for BIO-510, specifically the R part, and I was wondering if you might have a minute to look at my code? You're like, the R wizard of the Reed lab, a…
#1 Ran sed -n '1,130p' agent_memory/coursework_biology/mcb501_lecture04_translation_20230918.md 11,222 chars
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sed -n '1,130p' agent_memory/coursework_biology/mcb501_lecture04_translation_20230918.md
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# MCB 501: Lecture 04 - Translation

**Date:** September 18, 2023
**Author:** Lena Hansen (MCB Dept., 1st Year PhD Student)
**Course:** MCB-501: Molecular Biology of the Cell II

This document contains my notes from today's lecture on **Translation**, the process by which the genetic code encoded in mRNA is used to synthesize proteins. It's building on everything we covered in transcription and RN…
#1 Ran rg -n "first (encounter|encountered|saw|introduced|learned)|encountered .*SOX2|encountered .*PAX6|SOX2.*first|PAX6.*first|first.*SOX2|first.… 20,557 chars
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rg -n "first (encounter|encountered|saw|introduced|learned)|encountered .*SOX2|encountered .*PAX6|SOX2.*first|PAX6.*first|first.*SOX2|first.*PAX6" agent_memory
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agent_memory/communications/f177_good_results_sharing.md:147:That's fantastic news! Congratulations on the successful PAX6 staining! The image looks beautiful, and the signal-to-noise ratio is excellent. It’s always a huge milestone to get a good IF on the first try (or, in this case, first *successful* try after a few bumps).
agent_memory/communications/f177_good_results_sharing.md:151:1.  **Anti…
#1 Ran sed -n '1,45p' agent_memory/lectures/BIO-510/20230905_lecture02_notes.md 3,664 chars
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# BIO-510: Biostatistics - Lecture 2 Notes

**Date:** 2023-09-05
**Lecturer:** Dr. Evelyn Reed (Oops, wait, it was Dr. Rossi today, my bad. Evelyn is usually the one for the bio-chem stats, right? Or maybe that's 511. Need to double check the syllabus again. So many courses!)
**Topic:** Probability Distributions - Normal, Binomial, Poisson
**Author:** Lena Hansen

Okay, so today's lecture was all …
#1 Ran sed -n '1,55p' agent_memory/lectures/BIO-510/assignment_02.md 6,295 chars
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# BIO-510: Assignment 2 - Hypothesis Testing and Data Analysis

**Student:** Lena Hansen
**Course:** BIO-510: Biostatistics for Molecular Biologists
**Date:** 2023-09-29
**Instructor:** Dr. Evelyn Reed (though this is for Dr. Rossi's section, technically, but Evelyn is my official advisor, so it feels like hers!)

---

## Table of Contents

1.  [Introduction](#introduction)
2.  [Dataset Descriptio…
#1 Ran sed -n '1,70p' agent_memory/lab/notebook/20231013_LH-EXP-23-014_Primer-Design-SOX2.md 5,264 chars
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# Lab Notebook: LH-EXP-23-014 - Primer Design for Neural Markers

**Date:** 2023-10-13
**Author:** Lena Hansen
**Project:** Initial transcriptomic analysis pipeline development
**Keywords:** qPCR, primer design, SOX2, PAX6, neural stem cells, bioinformatics, Primer-BLAST

## Table of Contents

1.  [Introduction & Objectives](#introduction--objectives)
2.  [Background: Gene Selection](#background-g…
#1 Ran sed -n '1,20p' agent_memory/coursework_biology/mcb501_lecture01_central_dogma_20230828.md 1,613 chars
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# MCB-501: Lecture 1 - The Central Dogma and DNA Replication (2023-08-28)

**Lecturer:** Dr. Elias Finch
**Course:** MCB-501: Molecular Biology of the Gene
**Date:** 2023-08-28
**Location:** sanger_hall_212

---

Okay, deep breaths. First day of actual grad school lectures. MCB-501. It's supposed to be the foundational course for the whole PhD, so I’m trying not to freak out. Dr. Finch is… a chara…
#1 Ran rg -n \"\\*\\*Course:\\*\\*|# MCB ?-?501|Course ID\" agent_memory/coursework_biology/mcb501_* 5,690 chars
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rg -n \"\\*\\*Course:\\*\\*|# MCB ?-?501|Course ID\" agent_memory/coursework_biology/mcb501_*
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agent_memory/coursework_biology/mcb501_lecture01_central_dogma_20230828.md:1:# MCB-501: Lecture 1 - The Central Dogma and DNA Replication (2023-08-28)
agent_memory/coursework_biology/mcb501_lecture01_central_dogma_20230828.md:4:**Course:** MCB-501: Molecular Biology of the Gene
agent_memory/coursework_biology/mcb501_final_exam_study_guide_20231204.md:1:# MCB-501: Final Exam Study Guide - Second Ha…
#1 Ran rg -n \"BIO-510:|Course ID|\\*\\*Course:\\*\\*\" agent_memory/lectures/BIO-510 agent_memory/communications agent_memory/coursework_biology |… 7,119 chars
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rg -n \"BIO-510:|Course ID|\\*\\*Course:\\*\\*\" agent_memory/lectures/BIO-510 agent_memory/communications agent_memory/coursework_biology | head -80
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agent_memory/coursework_biology/cm550_lecture05_light_microscopy_20230927.md:4:**Course:** CM550: Molecular and Cellular Biology Techniques
agent_memory/lectures/BIO-510/20230919_lecture04_notes.md:4:**Course:** BIO-510: Statistical Methods in Biological Research
agent_memory/coursework_biology/cm550_final_exam_study_guide_20231206.md:3:**Course ID:** course_id_cm_550
agent_memory/coursework_biolo…
#1 Ran rg -n \"\\b(PAX6|Pax6|pax6)\\b\" agent_memory | awk -F: '{print "'$1":"$2":"$3}'"' | sort 98,207 chars
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rg -n \"\\b(PAX6|Pax6|pax6)\\b\" agent_memory | awk -F: '{print "'$1":"$2":"$3}'"' | sort
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agent_memory/communications/f175_gen600_proposal_reminder.md:112:Professor Thorne mentioned my current work – specifically, some experimental notes related to immunofluorescence and cell differentiation (you can find references to LF-004 and LF-014 in his earlier emails, though these are internal lab notes and not course materials). While my specific experimental details (like the optimization of …
#1 Ran rg -n \"\\b(SOX2|Sox2|sox2)\\b\" agent_memory | awk -F: '{print "'$1":"$2":"$3}'"' | sort 147,867 chars
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rg -n \"\\b(SOX2|Sox2|sox2)\\b\" agent_memory | awk -F: '{print "'$1":"$2":"$3}'"' | sort
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agent_memory/communications/f177_good_results_sharing.md:118:I also spent a ridiculous amount of time trying to get the DAPI staining just right. It’s always such a tricky step – too much and it overwhelms everything, too little and you can barely see the nuclei. I think I landed on a good concentration this time. I need to make sure I document the exact amount I used for future reference, especia…
#1 Ran find agent_memory -maxdepth 3 -type f \\( -iname '*answer*' -o -iname '*summary*' -o -iname '*index*' -o -iname '*map*' \\) -print 80 chars
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agent_memory/lab/notebook/20231218_LH-EXP-23-040_Rotation-Summary-and-Future.md
#1 Ran rg -n "Primer Design for Neural Markers|LH-EXP-23-014|f094|course_id_bio_510|course_id_mcb_501|gene_pax6|gene_sox2" agent_memory 32,985 chars
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rg -n "Primer Design for Neural Markers|LH-EXP-23-014|f094|course_id_bio_510|course_id_mcb_501|gene_pax6|gene_sox2" agent_memory
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agent_memory/lab/notebook/20231214_LH-EXP-23-039_Final-Western-Blot-Test.md:31:SOX2 is a key transcription factor involved in maintaining pluripotency and self-renewal in embryonic stem cells, and it also plays critical roles in neural development and gliogenesis. The successful generation of a cell line with *sustained* overexpression of **gene_sox2** is paramount for dissecting its specific cont…
#1 Ran nl -ba agent_memory/coursework_biology/mcb501_lecture04_translation_20230918.md | sed -n '1,12p;190,205p' 2,702 chars
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nl -ba agent_memory/coursework_biology/mcb501_lecture04_translation_20230918.md | sed -n '1,12p;190,205p'
Result 7 lines 
     1	# MCB 501: Lecture 04 - Translation
     2	
     3	**Date:** September 18, 2023
     4	**Author:** Lena Hansen (MCB Dept., 1st Year PhD Student)
     5	**Course:** MCB-501: Molecular Biology of the Cell II
     6	
     7	This document contains my notes from today's lecture on **Translation**, the process by which the genetic code encoded in mRNA is used to synthesize proteins. It's building…
#1 Ran nl -ba agent_memory/lectures/BIO-510/assignment_02.md | sed -n '1,42p' 5,044 chars
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nl -ba agent_memory/lectures/BIO-510/assignment_02.md | sed -n '1,42p'
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     1	# BIO-510: Assignment 2 - Hypothesis Testing and Data Analysis
     2	
     3	**Student:** Lena Hansen
     4	**Course:** BIO-510: Biostatistics for Molecular Biologists
     5	**Date:** 2023-09-29
     6	**Instructor:** Dr. Evelyn Reed (though this is for Dr. Rossi's section, technically, but Evelyn is my official advisor, so it feels like hers!)
     7	
     8	---
     9	
    10	## Table …
#1 Ran nl -ba agent_memory/lab/notebook/20231013_LH-EXP-23-014_Primer-Design-SOX2.md | sed -n '1,45p;156,190p;236,242p' 5,805 chars
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nl -ba agent_memory/lab/notebook/20231013_LH-EXP-23-014_Primer-Design-SOX2.md | sed -n '1,45p;156,190p;236,242p'
Result 10 lines 
     1	# Lab Notebook: LH-EXP-23-014 - Primer Design for Neural Markers
     2	
     3	**Date:** 2023-10-13
     4	**Author:** Lena Hansen
     5	**Project:** Initial transcriptomic analysis pipeline development
     6	**Keywords:** qPCR, primer design, SOX2, PAX6, neural stem cells, bioinformatics, Primer-BLAST
     7	
     8	## Table of Contents
     9	
    10	1.  [Introduction & Objectives](#in…
Answer
SOX2 first shows up in Lena’s course notes for **MCB-501: Molecular Biology of the Cell II**, in Lecture 04 on translation. PAX6 first shows up in her course material for **BIO-510: Biostatistics for Molecular Biologists**, in Assignment 2 on hypothesis testing and gene-expression analysis. That BIO-510 assignment is also the first course context I found where **PAX6 and SOX2 appear together**. She designed qPCR primers for both genes in **LH-EXP-23-014 - Primer Design for Neural Markers**, da…
Judge: covers all asked facts
SMFS View raw JSON
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#1 Ran pwd && rg --files 10,587 chars
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/Users/prasanna/Documents/supermemoryai/supermemoryfs/.scratch/eval/eval/workspace/smfs/dp_007/agent_memory
profile.md
lab/protocols/RL-P-011_confocal_microscopy_LSM880.md
lab/protocols/RL-P-007_hiPSC_neuronal_diff_v3.2.md
lab/protocols/RL-P-002_general_cell_culture_v4.md
meetings/mentor_1on1/20231129_tanaka_notes.md
meetings/mentor_1on1/20231115_tanaka_notes.md
meetings/mentor_1on1/20231101_tanak…
#1 Ran smfs grep "Lena SOX2 PAX6 qPCR primers courses lab notebook" 10,178 chars
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# supermemory semantic search — 10 results for "Lena SOX2 PAX6 qPCR primers courses lab notebook"
# searches by meaning across files in this container. usage:
#   grep "natural language query"          search all files
#   grep "query" path/to/dir/              search within directory
# output: <filepath>:<line_start>-<line_end>:<chunk> (chunk text is verbatim from the file)

/lab/notebook/2023101…
#1 Ran smfs grep "Lena first encountered SOX2 PAX6 courses" coursework_biology lectures communications meetings lab 124 chars
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error: unexpected argument 'lectures' found

Usage: smfs grep [OPTIONS] <QUERY> [PATH]

For more information, try '--help'.
#1 Ran smfs grep "PAX6 course lecture neural development Lena" coursework_biology lectures communications 124 chars
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error: unexpected argument 'lectures' found

Usage: smfs grep [OPTIONS] <QUERY> [PATH]

For more information, try '--help'.
#1 Ran smfs grep "SOX2 course lecture stem cells Lena" coursework_biology lectures communications 124 chars
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error: unexpected argument 'lectures' found

Usage: smfs grep [OPTIONS] <QUERY> [PATH]

For more information, try '--help'.
#1 Ran rg -n "SOX2|PAX6|Lena|first encounter|encountered" . 234,934 chars
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rg -n "SOX2|PAX6|Lena|first encounter|encountered" .
Result 5 lines 
./communications/f188_conference_abstracts_fwd.md:82:From: Lena Hansen <lena.hansen@northwood.edu>
./communications/f188_conference_abstracts_fwd.md:90:Lena
./communications/f188_conference_abstracts_fwd.md:92:Lena Hansen
./communications/f188_conference_abstracts_fwd.md:199:To: Lena Hansen <lena.hansen@northwood.edu>
./communications/f188_conference_abstracts_fwd.md:202:Lena, that sounds like a g…
#1 Ran rg -n -C 3 "SOX2|PAX6" coursework_biology lectures communications | head -n 240 41,532 chars
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rg -n -C 3 "SOX2|PAX6" coursework_biology lectures communications | head -n 240
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lectures/GEN-600/final_paper_proposal.md-50-*   **Guides:** Directing chromatin modifiers to specific genomic locations to alter gene expression epigenetically.
lectures/GEN-600/final_paper_proposal.md-51-*   **Signal integrators:** Responding to cellular signals and transducing them to downstream effectors.
lectures/GEN-600/final_paper_proposal.md-52-
lectures/GEN-600/final_paper_proposal.md:53:T…
#1 Ran smfs grep "which course did Lena first encounter PAX6" coursework_biology 7,681 chars
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smfs grep "which course did Lena first encounter PAX6" coursework_biology
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# supermemory semantic search — 10 results for "which course did Lena first encounter PAX6"
# searches by meaning across files in this container. usage:
#   grep "natural language query"          search all files
#   grep "query" path/to/dir/              search within directory
# output: <filepath>:<line_start>-<line_end>:<chunk> (chunk text is verbatim from the file)

/coursework_biology/mcb501_…
#1 Ran smfs grep "Lena first encountered SOX2 PAX6 in class lecture course" lectures 8,888 chars
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smfs grep "Lena first encountered SOX2 PAX6 in class lecture course" lectures
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# supermemory semantic search — 10 results for "Lena first encountered SOX2 PAX6 in class lecture course"
# searches by meaning across files in this container. usage:
#   grep "natural language query"          search all files
#   grep "query" path/to/dir/              search within directory
# output: <filepath>:<line_start>-<line_end>:<chunk> (chunk text is verbatim from the file)

/lectures/GEN…
#1 Ran smfs grep "which course did Lena first encounter SOX2" coursework_biology 6,715 chars
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smfs grep "which course did Lena first encounter SOX2" coursework_biology
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# supermemory semantic search — 10 results for "which course did Lena first encounter SOX2"
# searches by meaning across files in this container. usage:
#   grep "natural language query"          search all files
#   grep "query" path/to/dir/              search within directory
# output: <filepath>:<line_start>-<line_end>:<chunk> (chunk text is verbatim from the file)

/coursework_biology/mcb501_…
#1 Ran nl -ba coursework_biology/mcb501_lecture04_translation_20230918.md | sed -n '1,40p;185,235p' 9,965 chars
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nl -ba coursework_biology/mcb501_lecture04_translation_20230918.md | sed -n '1,40p;185,235p'
Result 7 lines 
     1	# MCB 501: Lecture 04 - Translation
     2	
     3	**Date:** September 18, 2023
     4	**Author:** Lena Hansen (MCB Dept., 1st Year PhD Student)
     5	**Course:** MCB-501: Molecular Biology of the Cell II
     6	
     7	This document contains my notes from today's lecture on **Translation**, the process by which the genetic code encoded in mRNA is used to synthesize proteins. It's building…
#1 Ran nl -ba coursework_biology/mcb501_lecture10_stem_cells_20231106.md | sed -n '1,30p;120,160p' 7,109 chars
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nl -ba coursework_biology/mcb501_lecture10_stem_cells_20231106.md | sed -n '1,30p;120,160p'
Result 11 lines 
     1	# MCB-501: Lecture 10 - Stem Cells and Differentiation
     2	
     3	**Date:** 2023-11-06
     4	**Author:** Lena Hansen (1st Year PhD Student, MCB Dept)
     5	**Course:** `course_id_mcb_501`
     6	
     7	## Table of Contents
     8	
     9	1.  [Introduction to Stem Cells](#introduction-to-stem-cells)
    10	    *   [What are Stem Cells?](#what-are-stem-cells)
    11	    *   [Key Proper…
#1 Ran rg -n "PAX6" coursework_biology lectures | cut -d: -f1 | sort -u 292 chars
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rg -n "PAX6" coursework_biology lectures | cut -d: -f1 | sort -u
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coursework_biology/mcb501_final_exam_study_guide_20231204.md
coursework_biology/mcb501_lecture10_stem_cells_20231106.md
lectures/BIO-510/assignment_02.md
lectures/BIO-510/email_20230928_assignment2_help.md
lectures/GEN-600/20231115_lecture09_notes.md
lectures/GEN-600/final_paper_proposal.md
#1 Ran rg -n "SOX2" coursework_biology lectures | cut -d: -f1 | sort -u 394 chars
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rg -n "SOX2" coursework_biology lectures | cut -d: -f1 | sort -u
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coursework_biology/mcb501_assignment02_rna_splicing_essay_20231002.md
coursework_biology/mcb501_lecture04_translation_20230918.md
coursework_biology/mcb501_midterm_study_guide_20231002.md
lectures/BIO-510/assignment_02.md
lectures/BIO-510/email_20230928_assignment2_help.md
lectures/BIO-510/final_project.md
lectures/GEN-600/20231115_lecture09_notes.md
lectures/GEN-600/final_paper_proposal.md
#1 Ran nl -ba lectures/BIO-510/assignment_02.md | sed -n '1,80p;120,180p;220,260p' 14,860 chars
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nl -ba lectures/BIO-510/assignment_02.md | sed -n '1,80p;120,180p;220,260p'
Result 10 lines 
     1	# BIO-510: Assignment 2 - Hypothesis Testing and Data Analysis
     2	
     3	**Student:** Lena Hansen
     4	**Course:** BIO-510: Biostatistics for Molecular Biologists
     5	**Date:** 2023-09-29
     6	**Instructor:** Dr. Evelyn Reed (though this is for Dr. Rossi's section, technically, but Evelyn is my official advisor, so it feels like hers!)
     7	
     8	---
     9	
    10	## Table …
#1 Ran nl -ba lectures/BIO-510/email_20230928_assignment2_help.md | sed -n '1,120p' 9,254 chars
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nl -ba lectures/BIO-510/email_20230928_assignment2_help.md | sed -n '1,120p'
Result 8 lines 
     1	From: lena.hansen@northwood.edu
     2	To: chloe.davis@northwood.edu
     3	Date: Thu, 28 Sep 2023 14:11:02 -0400
     4	Subject: BIO-510 Assignment 2 - R code help needed (!!!)
     5	
     6	Hi Chloe,
     7	
     8	Hope you're having a good Thursday! I'm hitting a bit of a wall with Assignment 2 for BIO-510, specifically the R part, and I was wondering if you might have a minute to look …
#1 Ran nl -ba coursework_biology/mcb501_assignment02_rna_splicing_essay_20231002.md | sed -n '1,80p;120,190p' 21,482 chars
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nl -ba coursework_biology/mcb501_assignment02_rna_splicing_essay_20231002.md | sed -n '1,80p;120,190p'
Result 14 lines 
     1	# MCB-501: Advanced Molecular Biology - Assignment 2
     2	
     3	## The Multifaceted Role of Alternative Splicing in Generating Proteomic Diversity
     4	
     5	**Student Name:** Lena Hansen
     6	**Student ID:** student_id_lena_hansen
     7	**Course:** MCB-501
     8	**Date:** October 2, 2023
     9	
    10	***
    11	
    12	### Table of Contents
    13	
    14	1.  [Introduction](#…
#1 Ran nl -ba coursework_biology/mcb501_midterm_study_guide_20231002.md | sed -n '1,80p;160,230p' 15,530 chars
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nl -ba coursework_biology/mcb501_midterm_study_guide_20231002.md | sed -n '1,80p;160,230p'
Result 6 lines 
     1	# MCB-501 Midterm Study Guide - Fall 2023
     2	
     3	**Author:** Lena Hansen
     4	**Date:** October 2, 2023
     5	**Course:** MCB-501: Molecular and Cellular Biology I
     6	**Author's Note:** This is my personal study guide for the upcoming midterm. I've compiled notes from the first five lectures, trying to synthesize the key concepts and identify areas where I need to focus more …
#1 Ran nl -ba profile.md | sed -n '1,200p' 193 chars
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nl -ba profile.md | sed -n '1,200p'
Result 6 lines 
     1	# Memory Profile
     2	# This file is auto-generated from your memories.
     3	# It is not editable. To update, modify the source files
     4	# that contain this information.
     5
#1 Ran nl -ba lab/notebook/20231013_LH-EXP-23-014_Primer-Design-SOX2.md | sed -n '1,130p' 9,426 chars
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nl -ba lab/notebook/20231013_LH-EXP-23-014_Primer-Design-SOX2.md | sed -n '1,130p'
Result 10 lines 
     1	# Lab Notebook: LH-EXP-23-014 - Primer Design for Neural Markers
     2	
     3	**Date:** 2023-10-13
     4	**Author:** Lena Hansen
     5	**Project:** Initial transcriptomic analysis pipeline development
     6	**Keywords:** qPCR, primer design, SOX2, PAX6, neural stem cells, bioinformatics, Primer-BLAST
     7	
     8	## Table of Contents
     9	
    10	1.  [Introduction & Objectives](#in…
#1 Ran smfs grep "PAX6 first mention course BIO 510 assignment Lena" 7,362 chars
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smfs grep "PAX6 first mention course BIO 510 assignment Lena"
Result 7 lines 
# supermemory semantic search — 10 results for "PAX6 first mention course BIO 510 assignment Lena"
# searches by meaning across files in this container. usage:
#   grep "natural language query"          search all files
#   grep "query" path/to/dir/              search within directory
# output: <filepath>:<line_start>-<line_end>:<chunk> (chunk text is verbatim from the file)

/coursework_biology/…
#1 Ran smfs grep "SOX2 first mention course MCB BIO assignment Lena" 8,221 chars
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smfs grep "SOX2 first mention course MCB BIO assignment Lena"
Result 1 lines 
/lab/notebook/20231207_LH-EXP-23-036_Cell-Line-Infection.md:32-34:## 2. Background\n\nPrevious work in the lab (and indeed, the wider field) has demonstrated that SOX2 is a crucial transcription factor for maintaining pluripotency. Overexpression of SOX2 can enhance reprogramming efficiency and potentially impact downstream differentiation trajectories. The goal here is to create a cellular model …
#1 Ran nl -ba lectures/BIO-510/assignment_02.md | sed -n '300,380p' 9,493 chars
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nl -ba lectures/BIO-510/assignment_02.md | sed -n '300,380p'
Result 13 lines 
   300	95 percent confidence interval:
   301	 0.8571234  1.9834766
   302	sample estimates:
   303	       mean in group Stem Cell-Like mean in group Differentiated
   304	                           5.452100                       4.072100
   305	```
   306	
   307	**T-test results for gene_sox2:**
   308	
   309	```
   310	        Welch Two Sample t-test
   311	
   312	data:  expression_level by c…
#1 Ran nl -ba lectures/BIO-510/email_20230928_assignment2_help.md | sed -n '117,220p' 6,141 chars
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nl -ba lectures/BIO-510/email_20230928_assignment2_help.md | sed -n '117,220p'
Result 7 lines 
   117	# Step 4: Perform the actual t-test for each gene.
   118	# The assignment (f051) specifically asks for a two-sample t-test for PAX6 and SOX2 *separately*.
   119	# So, for PAX6, I need to compare the expression values between samples in Condition 1 and samples in Condition 2.
   120	# And similarly for SOX2.
   121	
   122	# This is the part where I get stuck or encounter errors.
   123	# …
#1 Ran rg -n -C 2 "SOX2|PAX6" lectures/BIO-510/assignment_02.md lectures/BIO-510/email_20230928_assignment2_help.md coursework_biology/mcb501_lectu… 38,426 chars
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rg -n -C 2 "SOX2|PAX6" lectures/BIO-510/assignment_02.md lectures/BIO-510/email_20230928_assignment2_help.md coursework_biology/mcb501_lecture04_translation_20230918.md coursework_biology/mcb501_lecture10_stem_cells_20231106.md
Result 3 lines 
coursework_biology/mcb501_lecture04_translation_20230918.md-5-**Course:** MCB-501: Molecular Biology of the Cell II
coursework_biology/mcb501_lecture04_translation_20230918.md-6-
coursework_biology/mcb501_lecture04_translation_20230918.md:7:This document contains my notes from today's lecture on **Translation**, the process by which the genetic code encoded in mRNA is used to synthesize proteins. …
#1 Ran rg -n -i "first (saw|see|seen|encounter|encountered)|encountered|first mention|first time|remember seeing" . 17,569 chars
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rg -n -i "first (saw|see|seen|encounter|encountered)|encountered|first mention|first time|remember seeing" .
Result 1 lines 
./lab/notebook/20231010_LH-EXP-23-013_Differentiation-Attempt2.md:25:This document details the commencement of the second attempt at inducing neuronal differentiation from human induced pluripotent stem cells (hiPSCs) for experiment **LH-EXP-23-013**. The primary goal remains to establish a reproducible protocol for generating functional neuronal populations suitable for downstream electrophysiolo…
#1 Ran nl -ba lectures/GEN-600/20231115_lecture09_notes.md | sed -n '1,110p;220,260p' 18,248 chars
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nl -ba lectures/GEN-600/20231115_lecture09_notes.md | sed -n '1,110p;220,260p'
Result 7 lines 
     1	# GEN-600 Lecture 09: Genomics of Development - Notes & Reflections
     2	
     3	**Date:** 2023-11-15
     4	**Author:** Lena Hansen
     5	**Course:** course_id_gen_600
     6	
     7	This is a record of my notes from Dr. Thorne’s lecture on developmental genomics, held on November 15th, 2023. He covered a lot of ground, from the basic principles of differential gene expression during em…
#1 Ran rg -n -i "sox2" coursework_biology lectures | cut -d: -f1 | sort -u 514 chars
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rg -n -i "sox2" coursework_biology lectures | cut -d: -f1 | sort -u
Result 8 lines 
coursework_biology/mcb501_assignment02_rna_splicing_essay_20231002.md
coursework_biology/mcb501_final_exam_study_guide_20231204.md
coursework_biology/mcb501_lecture04_translation_20230918.md
coursework_biology/mcb501_lecture10_stem_cells_20231106.md
coursework_biology/mcb501_midterm_study_guide_20231002.md
lectures/BIO-510/assignment_02.md
lectures/BIO-510/email_20230928_assignment2_help.md
lectur…
#1 Ran rg -n -i "pax6" coursework_biology lectures | cut -d: -f1 | sort -u 292 chars
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rg -n -i "pax6" coursework_biology lectures | cut -d: -f1 | sort -u
Result 7 lines 
coursework_biology/mcb501_final_exam_study_guide_20231204.md
coursework_biology/mcb501_lecture10_stem_cells_20231106.md
lectures/BIO-510/assignment_02.md
lectures/BIO-510/email_20230928_assignment2_help.md
lectures/GEN-600/20231115_lecture09_notes.md
lectures/GEN-600/final_paper_proposal.md
#1 Ran rg -n -i "course.*(SOX2|sox2)|(SOX2|sox2).*course|course.*(PAX6|pax6)|(PAX6|pax6).*course" . 1,003 chars
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rg -n -i "course.*(SOX2|sox2)|(SOX2|sox2).*course|course.*(PAX6|pax6)|(PAX6|pax6).*course" .
Result 1 lines 
./communications/f177_good_results_sharing.md:22:I’m going to repeat the staining on a different batch of cells just to be sure it’s reproducible, but I’m feeling really confident now. I still need to optimize the secondary antibody concentration for the GFP channel (which is going to be for my reporter gene expression later, so not in this image), but for the PAX6 marker itself, this looks pretty…
#1 Ran smfs grep "In which courses did Lena first encounter the genes SOX2 and PAX6" 9,457 chars
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smfs grep "In which courses did Lena first encounter the genes SOX2 and PAX6"
Result 7 lines 
# supermemory semantic search — 10 results for "In which courses did Lena first encounter the genes SOX2 and PAX6"
# searches by meaning across files in this container. usage:
#   grep "natural language query"          search all files
#   grep "query" path/to/dir/              search within directory
# output: <filepath>:<line_start>-<line_end>:<chunk> (chunk text is verbatim from the file)

/lab…
Answer
SOX2 first shows up in Lena’s course notes for **MCB-501: Molecular Biology of the Cell II**, in the Sept. 18 translation lecture. PAX6 first shows up in a course context in **BIO-510: Biostatistics for Molecular Biologists**, through Assignment 2 comparing PAX6 and SOX2 expression. The lab notebook entry where she designed qPCR primers for both is **LH-EXP-23-014: “Primer Design for Neural Markers”**, dated **2023-10-13**: [lab/notebook/20231013_LH-EXP-23-014_Primer-Design-SOX2.md](/Users/pras…
Judge: covers all asked facts