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python -c "from pypdf import PdfReader; p='/tmp/workspace/attachments/a322f11d-9285-40b3-a120-5246f9305e56/the_immune_system.pdf'; r=PdfReader(p); print('PAGES',len(r.pages)); out='/tmp/workspace/attachments/immune_extracted.txt'; open(out,'w',encoding='utf-8').write('\\n\\n'.join('--- PAGE %d ---\\n%s'%(i+1,(pg.extract_text() or '')) for i,pg in enumerate(r.pages))); print(out)"

immune system innate adaptive immunity overview NIAID

immune system AND adaptive immunity

What format should the detailed notes use?

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NIH Understanding the Immune System How It Works PDF 2003

immune system AND immunity

mkdir -p "/tmp/workspace/immune-system-notes/src" "/tmp/workspace/immune-system-notes/output"

python - <<'PY' from pathlib import Path p=Path('/tmp/workspace/immune-system-notes/src/create_notes.py') text=r'''from docx import Document from docx.shared import Inches, Pt, RGBColor from docx.enum.text import WD_ALIGN_PARAGRAPH from docx.enum.section import WD_SECTION from docx.oxml import OxmlElement from docx.oxml.ns import qn from docx.enum.table import WD_TABLE_ALIGNMENT, WD_CELL_VERTICAL_ALIGNMENT from docx.enum.style import WD_STYLE_TYPE OUT='/tmp/workspace/immune-system-notes/output/Detailed_Notes_The_Immune_System.docx' doc=Document() sec=doc.sections[0] sec.top_margin=Inches(.7); sec.bottom_margin=Inches(.7); sec.left_margin=Inches(.8); sec.right_margin=Inches(.8) styles=doc.styles styles['Normal'].font.name='Aptos'; styles['Normal']._element.rPr.rFonts.set(qn('w:eastAsia'),'Aptos'); styles['Normal'].font.size=Pt(10.5) styles['Normal'].paragraph_format.space_after=Pt(5) for n,size,col in [('Title',25,'17365D'),('Heading 1',17,'17365D'),('Heading 2',13,'1F5A7A'),('Heading 3',11,'17365D')]: st=styles[n]; st.font.name='Aptos Display'; st.font.size=Pt(size); st.font.color.rgb=RGBColor.from_string(col); st.font.bold=True st.paragraph_format.space_before=Pt(12); st.paragraph_format.space_after=Pt(6) for style in ['List Bullet','List Number']: styles[style].font.name='Aptos'; styles[style].font.size=Pt(10.5) def shade(cell, fill): tcPr=cell._tc.get_or_add_tcPr(); shd=OxmlElement('w:shd'); shd.set(qn('w:fill'),fill); tcPr.append(shd) def set_cell_text(cell,text,bold=False,color=None): cell.text=''; r=cell.paragraphs[0].add_run(text); r.bold=bold if color: r.font.color.rgb=RGBColor.from_string(color) cell.vertical_alignment=WD_CELL_VERTICAL_ALIGNMENT.CENTER def table(headers, rows, widths=None): t=doc.add_table(rows=1, cols=len(headers)); t.style='Light Shading Accent 1'; t.alignment=WD_TABLE_ALIGNMENT.CENTER for i,h in enumerate(headers): set_cell_text(t.rows[0].cells[i],h,True,'FFFFFF'); shade(t.rows[0].cells[i],'17365D') for row in rows: cells=t.add_row().cells for i,x in enumerate(row): set_cell_text(cells[i],x) doc.add_paragraph('') return t def h(x,l=1): doc.add_heading(x,level=l) def p(x, boldlead=None): q=doc.add_paragraph() if boldlead and x.startswith(boldlead): q.add_run(boldlead).bold=True; q.add_run(x[len(boldlead):]) else: q.add_run(x) return q def bullets(items): for x in items: doc.add_paragraph(x,style='List Bullet') def note(title,body): t=doc.add_table(rows=1, cols=1); t.style='Light Shading Accent 1'; c=t.cell(0,0); shade(c,'EAF2F8'); c.text='' r=c.paragraphs[0].add_run(title); r.bold=True; r.font.color.rgb=RGBColor(23,54,93) c.add_paragraph(body) doc.add_paragraph('') def footer(section): f=section.footer.paragraphs[0]; f.alignment=WD_ALIGN_PARAGRAPH.CENTER f.add_run('Detailed Notes: The Immune System | Based on NIH Understanding the Immune System (2003)') for s in doc.sections: footer(s) # cover q=doc.add_paragraph(); q.alignment=WD_ALIGN_PARAGRAPH.CENTER; q.space_after=Pt(12) r=q.add_run('DETAILED LEARNING NOTES'); r.bold=True; r.font.size=Pt(13); r.font.color.rgb=RGBColor(31,90,122) q=doc.add_paragraph(); q.alignment=WD_ALIGN_PARAGRAPH.CENTER r=q.add_run('The Immune System'); r.bold=True; r.font.size=Pt(30); r.font.color.rgb=RGBColor(23,54,93) q=doc.add_paragraph(); q.alignment=WD_ALIGN_PARAGRAPH.CENTER r=q.add_run('A complete explanatory guide based on the supplied NIH PDF'); r.italic=True; r.font.size=Pt(13) doc.add_paragraph('') note('Purpose of these notes','These are learning notes rather than short revision prompts. They explain the sequence, logic, and relationships between immune-system structures and functions. The supplied source is an NIH public education booklet published in 2003, so historical examples in the source are retained in context while a few current clarifications are included where needed.') h('Contents',1) for i,x in enumerate(['Core ideas: defence, self, and nonself','Organization of the immune system','Immune cells and soluble products','How an immune response is mounted','Natural and acquired immunity, tolerance, and vaccination','Disorders of the immune system','Transplantation immunology','Immunity and cancer','Immune-nervous system connections and research frontiers','Integrated summary and glossary'],1): doc.add_paragraph(f'{i}. {x}') doc.add_page_break() h('1. Core Ideas: Defence, Self, and Nonself') p('The immune system is a distributed network of cells, tissues, organs, and chemical signals. Its fundamental job is to protect the body from infection while limiting injury to healthy tissues. It must identify a vast range of microbes, including bacteria, viruses, fungi, and parasites, and it must also respond to abnormal host cells such as some cancer cells.') h('Self versus nonself',2) p('Immune cells normally coexist with the body’s own cells, described as self. Foreign material, described as nonself, often bears molecular features that immune cells can recognize as potentially dangerous. Any substance capable of provoking a specific immune response is an antigen. An antigen can be a whole microbe, a component of a microbe, a toxin, or cells and tissues from another individual.') p('Discrimination is not absolute. A transplanted organ carries donor markers and can be treated as nonself. In autoimmunity, the system mistakenly attacks self tissues. In allergy, it responds strongly to an ordinarily harmless foreign material, called an allergen, such as pollen.') note('Central principle','Effective immunity is a balance: enough activation to eliminate danger, enough control to preserve normal tissues and to end the response when the threat is gone.') h('Two linked arms of defence',2) table(['Feature','Innate immunity','Adaptive immunity'],[ ['Speed','Acts immediately or within hours.','Develops over days during a first exposure.'], ['Recognition','Uses inherited pattern-recognition systems that detect common danger or microbial patterns.','Uses highly specific B-cell and T-cell receptors generated during lymphocyte development.'], ['Main components','Barriers, phagocytes, NK cells, complement, inflammation.','B cells, antibodies, helper T cells, cytotoxic T cells, memory cells.'], ['Memory','Traditionally described as lacking antigen-specific memory.','Produces antigen-specific memory and a faster secondary response.']]) p('These arms are not independent. Innate cells detect infection, limit its early spread, and present antigen or provide signals that guide adaptive responses. Adaptive responses then improve clearance by making antibodies, directing phagocytes, and killing infected cells.') h('2. Organization of the Immune System') p('Lymphoid organs are the places where immune cells are produced, mature, meet antigens, and coordinate a response. Lymphocytes continually circulate through blood, tissues, lymphatic vessels, and lymphoid organs. This circulation increases the chance that a rare lymphocyte with the right receptor will meet its matching antigen.') table(['Structure','Main role'],[ ['Bone marrow','Produces blood cells from stem cells. B cells mature here; it is also the source of T-cell precursors and phagocytes.'], ['Thymus','Primary site of T-cell maturation and selection. T cells develop receptors and are screened to reduce harmful self-reactivity.'], ['Lymphatic vessels and lymph','Return tissue fluid to blood and transport antigen, immune cells, and foreign particles to lymph nodes.'], ['Lymph nodes','Filter lymph and create organized meeting places for antigen-presenting cells, B cells, and T cells.'], ['Spleen','Filters blood and supports immune responses to blood-borne antigens.'], ['Mucosa-associated lymphoid tissue','Includes tonsils, adenoids, Peyer patches, appendix, and other lymphoid tissue at the respiratory and digestive gateways.']]) h('Lymph-node organization',2) p('A lymph node is structured rather than a random collection of cells. B cells are concentrated in follicles and germinal centers in the cortex. T cells predominate in the paracortex. Plasma cells are prominent in the medulla. Antigen and immune cells enter through lymphatic channels or small blood vessels; lymphocytes leave through outgoing lymphatic vessels and return to the circulation.') p('This arrangement makes cell-to-cell cooperation efficient. A dendritic cell or macrophage can bring antigen into a node, activate matching T cells, and helper T cells can then assist matching B cells nearby.') h('3. Immune Cells and Their Products') h('Lymphocytes',2) p('All immune cells arise from bone-marrow stem cells. Cytokines and local developmental signals influence which cell type emerges. Lymphocytes are central to antigen-specific immunity. The body maintains small numbers of many different antigen-specific lymphocyte clones. When an antigen appears, the matching clone expands greatly, producing effector cells for the present infection and memory cells for future encounters.') h('B cells and antibodies',3) p('B lymphocytes recognize antigen and, with appropriate activation signals, multiply and differentiate into plasma cells. A plasma cell is an antibody-secreting factory. Antibodies, also called immunoglobulins, bind particular molecular shapes on antigens. This binding can neutralize a microbe or toxin, coat a microbe to make phagocytosis easier, or activate complement.') table(['Immunoglobulin','Functional emphasis in the supplied PDF'],[ ['IgG','Efficiently coats microbes and enhances uptake by other immune cells.'],['IgM','Very effective at killing bacteria and activating complement.'],['IgA','Predominates in tears, saliva, respiratory and intestinal secretions, protecting mucosal entry sites.'],['IgE','Helps in defence against parasites but mediates many allergic reactions.'],['IgD','Remains on B cells and contributes to early B-cell activation.']]) p('An antibody has two heavy chains and two light chains. Its variable regions form antigen-binding sites, whereas constant regions help recruit downstream functions. One B-cell clone makes antibody of one specificity, even though many clones together generate a very broad repertoire.') h('T cells',3) p('T cells do not usually recognize free antigen. Their receptors recognize short antigen fragments displayed on the surface of a cell by major histocompatibility complex, or MHC, molecules. In this way, a T cell reads both the displayed fragment and the host context in which it is presented.') bullets(['Helper T cells coordinate responses. They release cytokines, activate macrophages, assist B-cell antibody production, and support activation and growth of other T cells.','Cytotoxic T lymphocytes, often called killer T cells, directly kill infected or cancer-altered cells carrying recognizable antigen fragments. They form close contact with the target and release cytotoxic granules.','Regulatory T cells help restrain potentially damaging responses and are part of peripheral tolerance.']) h('Natural killer cells',3) p('Natural killer, or NK, cells are lymphocytes that can kill abnormal target cells without the antigen-specific recognition used by T cells. The PDF emphasizes their capacity to recognize cells with reduced or absent self-MHC expression, a feature seen in some virus-infected or tumor cells. NK cells contain cytotoxic granules and act early in many infections.') h('Phagocytes and granulocytes',3) table(['Cell','Key roles'],[ ['Monocyte / macrophage','Monocytes circulate in blood and become macrophages in tissues. Macrophages ingest microbes and debris, present antigen to lymphocytes, and release cytokines called monokines.'], ['Neutrophil','Rapidly recruited phagocyte with antimicrobial granules; important early in many bacterial infections.'], ['Eosinophil','Granule-containing cell particularly relevant to parasites and some inflammatory or allergic states.'], ['Basophil and mast cell','Release mediators such as histamine that contribute to inflammation and allergic symptoms. Mast cells reside in tissues.'], ['Platelet','Best known for clotting and repair, but also interacts with immune and inflammatory processes.']]) h('Cytokines, chemokines, and complement',3) p('Cytokines are soluble protein messengers that coordinate immune-cell survival, growth, activation, and behavior. Interleukins, interferons, growth factors, lymphokines from lymphocytes, and monokines from monocytes or macrophages are all examples. Chemokines are cytokines that attract particular cell types to sites of infection or injury, a process called chemotaxis.') p('Complement is a group of plasma proteins that circulate in inactive forms and are activated in a cascade. The system enhances inflammation, coats microbes to aid phagocytosis, attracts immune cells, helps clear antigen-antibody complexes, and can form a membrane-disrupting complex that lyses susceptible cells. It therefore links antibody responses to immediate effector functions.') h('4. How an Immune Response Is Mounted') h('Layered defence',2) p('Immune defence begins before a microbe reaches internal tissues. The skin forms a physical barrier. Mucosal surfaces are lined by tightly packed epithelial cells, mucus, and local immune factors. Coughing and sneezing expel inhaled material, and stomach acid destroys many swallowed microbes. Secretory IgA helps protect mucosal surfaces. If a pathogen crosses these barriers, it encounters innate cells such as phagocytes and NK cells, complement proteins, and inflammation.') h('A typical sequence',2) table(['Step','What happens'],[ ['1. Entry and detection','A pathogen breaches a barrier. Innate sensors and resident phagocytes recognize danger and release inflammatory mediators.'], ['2. Containment','Complement, phagocytes, NK cells, fever and local inflammation limit spread. Blood-vessel changes help immune cells enter tissue.'], ['3. Antigen presentation','Antigen-presenting cells digest microbes and display fragments on MHC molecules to T cells, especially in lymph nodes.'], ['4. Clonal selection and expansion','The rare B or T cell with a matching receptor receives activation signals and proliferates into a large clone.'], ['5. Effector phase','Antibodies neutralize and tag extracellular targets; helper T cells coordinate; cytotoxic T cells kill infected cells; phagocytes and complement clear material.'], ['6. Contraction and memory','Most effector cells decline after antigen clearance. Selected B and T cells remain as memory cells.']]) h('Different microbes require different responses',2) p('Extracellular bacteria are often exposed to antibodies, complement, and phagocytes. Antibodies bind bacteria, improving phagocytosis and activating complement. Viruses, and some bacteria or parasites, replicate inside host cells. Infected cells display microbial fragments on MHC molecules and can be recognized by cytotoxic T cells. NK cells are particularly valuable early when infected cells have altered MHC expression.') p('Parasites may be intracellular or extracellular. Large extracellular parasites cannot simply be engulfed by one phagocyte, so eosinophils, basophils, mast cells, IgE, and inflammatory mediators can become prominent. The exact immune pattern is shaped by the organism, its location, and the tissues involved.') h('B-cell and T-cell cooperation',2) p('For many antigens, a B cell binds and internalizes antigen, processes it, and displays fragments on its own MHC molecules. A matching helper T cell recognizes the displayed fragment and supplies contact-dependent and cytokine signals. This drives B-cell proliferation, plasma-cell differentiation, antibody production, and memory formation. The interaction illustrates why immunity is a coordinated network rather than a set of isolated cells.') h('5. Natural and Acquired Immunity, Tolerance, and Vaccination') h('Active and passive protection',2) table(['Type','How it is obtained','Key feature'],[ ['Natural active immunity','Recovery from an infection.','The person produces their own response and memory.'], ['Artificial active immunity','Vaccination.','A safe antigenic exposure induces protective immune memory.'], ['Natural passive immunity','Maternal antibodies transferred before birth and in breast milk.','Immediate but temporary protection; the infant does not create the transferred antibodies.'], ['Artificial passive immunity','Administration of antibody-containing products, historically called antiserum.','Immediate but short-lived protection without durable immune memory.']]) p('The strength and duration of immunity depend on antigen characteristics, amount, route of exposure, host genetics, and the quality of the response. Memory cells are the basis for a faster and stronger response when the same antigen is encountered again.') h('Immune tolerance',2) p('Tolerance is active non-responsiveness to self or another particular antigen. It is fundamental because without it, the antigen receptor diversity needed to defend against microbes would create unacceptable risks of self-attack.') bullets(['Central tolerance: During early development in the thymus or bone marrow, strongly self-reactive lymphocytes may undergo programmed cell death. This is called clonal deletion.','Peripheral tolerance: Self-reactive cells that reach the circulation may fail to receive required co-stimulatory signals and become inactive, called clonal anergy. Regulatory T cells can also suppress self-reactive responses.']) h('Vaccines',2) p('Vaccines expose the immune system to antigen in a way designed to create protection without causing the disease itself. The source PDF describes killed or modified microbes, microbial components, and microbial DNA. Current vaccines use several platforms, but the shared goal is to induce adaptive immunity and memory. Protection is not only an antibody issue: T-cell responses and mucosal immunity may also matter, depending on the infection.') h('6. Disorders of the Immune System') h('Allergy',2) p('An allergy is an inappropriate immune response to an otherwise harmless antigen. The PDF uses pollen as an example. During sensitization, an allergy-prone person makes allergen-specific IgE. IgE binds mast cells. At later exposure, allergen can cross-link this cell-bound IgE, triggering release of mediators such as histamine. Symptoms may include itching, sneezing, watery eyes, wheeze, mucus production, or swelling, depending on the tissue affected.') h('Autoimmune disease',2) p('Autoimmunity occurs when tolerance fails and immune cells or antibodies attack self tissues. The PDF cites type 1 diabetes, rheumatoid arthritis, and systemic lupus erythematosus. In type 1 diabetes, T-cell-mediated injury to insulin-producing pancreatic beta cells contributes to disease. In rheumatoid arthritis, rheumatoid factor is one example of an autoantibody. Causes are multifactorial and can involve genetic susceptibility, infections or other environmental triggers, hormones, and altered handling of self antigens.') h('Immune-complex disease',2) p('Antigen-antibody complexes are usually cleared efficiently. If they persist or form in excess, they can lodge in tissues such as kidneys, lungs, skin, joints, and blood vessels. Complement activation at these sites promotes inflammation and can cause tissue injury. This mechanism may occur in infections and autoimmune conditions.') h('Immunodeficiency',2) p('Immunodeficiency results when one or more components of immune defence are absent or function poorly. It can be inherited, acquired through infection, or caused intentionally by immunosuppressive treatment. The clinical consequence is increased vulnerability to infection and, in some settings, malignancy.') bullets(['Defects in B-cell function impair antibody production.','Defects in the thymus or T-cell development reduce cell-mediated immunity.','Severe combined immunodeficiency, or SCID, includes major defects in multiple arms of adaptive immunity and requires urgent specialist care.','HIV infection progressively impairs immune function by targeting key immune cells. Modern combination antiretroviral therapy has substantially changed HIV care compared with the 2003 wording in the source document.']) h('Cancers of immune cells',2) p('Immune cells themselves can undergo malignant transformation. Leukemias involve uncontrolled proliferation of blood-forming or white-cell lineages. Lymphomas arise in lymphoid tissues. Multiple myeloma involves malignant plasma cells. The names describe cell lineage and tissue behavior rather than merely the site of a mass.') h('7. Transplantation Immunology') p('Transplants work best when the recipient immune system does not strongly recognize donor tissue as foreign. MHC molecules are central to this problem because they act as highly variable self markers. A recipient T cell may recognize donor MHC or donor antigen presentation and mount a response that injures the graft.') h('Reducing rejection',2) bullets(['Histocompatibility testing seeks the closest practical donor-recipient match, especially for relevant MHC markers.','Immunosuppressive medicines reduce the recipient’s immune attack on the organ. The trade-off is a greater susceptibility to infection and some cancers.','Kidney, heart, lung, liver, pancreas, and other organs can be transplanted, but the immune principles are shared: recognition, activation, tissue damage, and suppression or tolerance.']) h('Bone-marrow and hematopoietic-cell transplantation',2) p('Bone-marrow transplantation can reconstitute blood and immune-cell production in selected immune disorders and cancers. It has a special two-way immunologic risk. The recipient may reject donor cells, while mature donor T cells may attack recipient tissues. The latter is graft-versus-host disease, or GVHD. Careful matching and graft manipulation or immunosuppression are used to lower risk.') h('8. Immunity and Cancer') p('Cancer cells may express altered, excessive, or otherwise abnormal antigens. Cytotoxic T cells, NK cells, macrophages, and antibodies can participate in detecting or attacking them. However, cancers can grow when immune recognition is weak, when tumors suppress local immunity, or when tumor cells escape recognition. The source describes this broad concept as a failure or overwhelming of immune surveillance.') h('Immune-based cancer treatment',2) p('The PDF discusses biological response modifiers, antibodies aimed at cancer antigens, and manipulation of a patient’s lymphocytes. The concepts remain important, though the field has advanced sharply since 2003. Modern examples include immune checkpoint inhibitors, engineered cellular therapies, therapeutic antibodies, antibody-drug conjugates, and some cancer vaccines. These approaches can be powerful but may also cause immune-related toxicity, so they require specialist oversight.') p('Targeted antibodies illustrate a general strategy: use antigen specificity to carry a drug, toxin, radioactive material, or immune signal preferentially to cancer cells. Radiolabeled antibodies can also help locate disease. The value of specificity is improved targeting, although no target is perfectly exclusive in every clinical setting.') h('9. The Immune System, Nervous System, and Research Frontiers') h('Neuroimmune communication',2) p('The immune and nervous systems influence one another. Stress-related signals from the brain can prompt adrenal glands to release hormones that alter immune activity. Immune cells also respond to neurotransmitter-like signals, produce some signaling molecules, and release cytokines that can affect the nervous system. Nerve fibers and immune organs form anatomical as well as chemical connections.') p('This does not mean that stress alone explains immune disease. It means immune activity is regulated in the context of endocrine, neural, behavioral, metabolic, and environmental influences.') h('Technologies and directions described in the PDF',2) bullets(['Monoclonal antibodies are identical antibodies made from one B-cell clone. They can bind a defined target for research, diagnosis, or treatment. Humanized and fully human antibody designs reduce the problem of an immune response to mouse-derived components.','Genetic engineering allows cells such as bacteria or yeast to produce human proteins, including immune mediators, and can support vaccine development.','Gene therapy aims to correct or compensate for a disease-causing genetic defect. The PDF describes SCID as an important early candidate.','Immunoregulation research seeks to selectively reduce harmful immune activity, such as autoimmunity, while preserving needed host defence.','Cell-tracking, microscopy, and genomic methods make it possible to observe immune-cell interactions and define molecular pathways in much more detail.']) h('10. Integrated Summary') p('The immune system is organized around recognition, communication, elimination, control, and memory. Barriers and innate mechanisms respond first. Antigen-presenting cells and cytokines connect this early response to antigen-specific B and T lymphocytes. Antibodies, complement, phagocytes, helper T cells, cytotoxic T cells, and NK cells each supply different forms of protection. Once danger is resolved, regulatory mechanisms and contraction of the response limit damage, while memory cells preserve information about prior exposure.') p('The same mechanisms that provide protection can cause disease when misdirected, inadequate, or excessive. Allergy reflects an inappropriate response to a harmless external antigen; autoimmunity reflects failed self-tolerance; immunodeficiency reflects inadequate defence; transplant rejection reflects recognition of donor tissue; and cancer immunology concerns the recognition and removal of altered self cells. Understanding these links is the foundation for vaccination, immunosuppression, transplant care, antibody therapies, and modern immunotherapy.') h('Essential glossary',2) table(['Term','Meaning'],[ ['Antigen','A molecule or substance recognized by the immune system that can trigger an immune response.'],['Antibody / immunoglobulin','A B-cell-derived protein that binds a particular antigen.'],['Antigen presentation','Display of processed antigen fragments on cell-surface MHC molecules for recognition by T cells.'],['Cytokine','A cell-secreted chemical messenger that regulates immune-cell behavior.'],['Complement','A protein cascade that enhances inflammation, phagocytosis, immune-complex clearance, and cell lysis.'],['MHC','A group of cell-surface molecules that present antigen and distinguish self context; important in T-cell recognition and transplantation.'],['Phagocytosis','Engulfment and digestion of microbes or debris by cells such as macrophages and neutrophils.'],['Tolerance','Specific immune non-responsiveness that prevents harmful responses to self.'],['Clonal expansion','Rapid multiplication of lymphocytes with a receptor matching a detected antigen.'],['Memory cell','Long-lived B or T cell that supports a faster response on re-exposure to an antigen.'],['Graft rejection','Recipient immune attack against a transplanted organ or tissue.'],['GVHD','Donor immune-cell attack against recipient tissues after certain transplants.']]) h('Source note',2) p('Primary source: National Institute of Allergy and Infectious Diseases and National Cancer Institute. Understanding the Immune System: How It Works. NIH Publication No. 03-5423, September 2003. The notes synthesize the complete supplied PDF and retain its conceptual framework. Statements marked as current clarification update only general context and are not individualized medical advice.') doc.save(OUT) print(OUT) ''' p.write_text(text) PY python "/tmp/workspace/immune-system-notes/src/create_notes.py" python - <<'PY' from docx import Document p='/tmp/workspace/immune-system-notes/output/Detailed_Notes_The_Immune_System.docx' d=Document(p) print('paragraphs',len(d.paragraphs),'tables',len(d.tables),'sections',len(d.sections)) print('first',d.paragraphs[0].text) print('last',d.paragraphs[-1].text[:100]) PY