• Subject is considered an adult according to local regulation at the time of signing the informed consent form (ICF).
• Subject has measurable disease by RECIST Version 1.1.
• Subject has accessible archival tumor tissue from either the primary tumor or a metastatic site, for which source and availability have been confirmed prior to study treatment. If no archival tumor tissue is available, the subject will have a biopsy to obtain tumor tissue prior to study treatment. If the subject is unable to undergo a biopsy due to safety concerns, enrollment into the study must be discussed with the medical monitor.
• For cohort 9 only: Subject should submit archival or fresh tumor tissue sample for programmed cell death-ligand 1 (PD-L1) central testing during screening if no local PD-L1 test result is available. Central test result for PD-L1 will be required prior to subject enrollment. For cohort 9 subjects with local PD-L1 test result confirming CPS ≥ 1, archival or fresh tissue sample for exploratory analysis should be submitted within 5 days of enrollment.
• Subject has ECOG performance status of 0 or 1.
• Subject has the following baseline laboratory data. If a subject has received a recent blood transfusion, the hematology tests must be obtained ≥ 28 days after any blood transfusion.
• absolute neutrophil count (ANC) ≥ 1.0 × 10^9/L
• platelet count ≥ 100 × 10^9/L
• hemoglobin ≥ 9 g/dL
• serum total bilirubin ≤ 1.5 × upper limit of normal (ULN) or ≤ 3 × ULN for subjects with Gilbert's disease
• creatinine clearance (CrCl) ≥ 30 mL/min as estimated per institutional standards or as measured by 24-hour urine collection (glomerular filtration rate [GFR] can also be used instead of CrCl).
• alanine aminotransferase (ALT) and aspartate aminotransferase (AST) ≤ 3 × ULN
• Subject agrees not to participate in another interventional study while receiving study treatment in the present study.
• Additional contraceptive requirements exist for male and female subjects. Disease Specific
• Evidence of progression on or after the last regimen received.
• Locally advanced or metastatic disease that is not amenable to curative intent treatment. Cohort 1: HR+/HER2- breast cancer
• Subject has evidence of radiographic progression on or after the last regimen received.
• Subject has histologically- or cytologically-confirmed HR+/HER2- (estrogen receptor [ER] positive and/or progesterone receptor [PR] positive, and HER2 negative) breast cancers and are not considered a candidate for further hormonal therapy. Subject will be considered HR+ if biopsies show ≥ 1% expression of ER or PR as per current American Society of Clinical Oncology/College of American Pathologists (ASCO/CAP) guidelines.
• Subject has locally advanced or metastatic disease that is not amenable to curative intent treatment.
• Subject must have received a taxane or anthracycline in the neoadjuvant, adjuvant or incurable, locally advanced or metastatic setting.
• Prior cytotoxic regimen received in the neoadjuvant or adjuvant setting will count as a prior cytotoxic regimen if disease recurrence occurred during or within 6 months of completing the regimen.
• Subject has progressed, relapsed, or discontinued for toxicity during or after at least 1 prior standard of care cytotoxic regimen in the incurable, unresectable locally advanced or metastatic setting, and has not received > 2 prior lines of cytotoxic therapy in the locally advanced or metastatic setting. No limit applies to endocrine therapies. Poly(ADP-ribose) polymerases (PARP) inhibitors do not count as a line of cytotoxic therapy.
• Subject has progressed, relapsed, or discontinued for toxicity during or after receiving endocrine therapy or with hormonally-directed therapy with cyclin-dependent kinase (CDK) inhibitors. Prior therapy with CDK inhibitors is not required. Cohort 2: triple negative breast cancer (TNBC)
• Subject has evidence of radiographic progression on or after the last regimen received.
• Subject has histologically- or cytologically-confirmed TNBC; defined as unequivocal TNBC histology (ER-negative/PR-negative/HER2-negative). This is defined by < 1% expression of ER and PR by immunohistochemistry (IHC), and that are, for HER2, either 0 to 1+ by IHC, or IHC 2+ and fluorescence in situ hybridization (FISH) negative (not amplified) as per current ASCO/CAP guidelines.
• Subject has locally advanced or metastatic disease that is not amenable to curative intent treatment.
• Subject must have received a taxane or anthracycline in the neoadjuvant, adjuvant or incurable, locally advanced or metastatic setting.
• Prior cytotoxic regimen received in the neoadjuvant or adjuvant setting will count as a prior cytotoxic regimen if disease recurrence occurred during or within 6 months of completing the regimen.
• Subject has progressed, relapsed, or discontinued for toxicity during or after at least 1 prior standard of care cytotoxic regimen in the incurable, unresectable locally advanced or metastatic setting, and has not received > 2 prior lines of cytotoxic therapy in the locally advanced or metastatic setting. Poly(ADP-ribose) polymerases (PARP) inhibitors do not count as a line of cytotoxic therapy.
• Subject has received prior therapy with an anti-programmed cell death protein-1 (PD-1) or an anti-programmed cell death-ligand 1 (PD-L1) based on subject's tumor PD-1 or PD-L1 expression and local treatment guidelines and has progressed or discontinued treatment due to toxicity, or therapy is contraindicated for subject. Cohort 3: squamous non-small cell lung cancer (NSCLC)
• Subject has evidence of radiographic progression on or after the last regimen received.
• Subject has histologically or cytologically-confirmed squamous NSCLC.
• Subjects with mixed histology NSCLC are eligible provided there is not any component of neuroendocrine histology.
• Subjects with known epidermal growth factor receptor (EGFR), anaplastic lymphoma kinase (ALK), reactive oxygen species (ROS), BRAF, or other actionable mutations are eligible if treated with mutation targeted therapy and have progressed, relapsed, or discontinued treatment due to toxicity.
• Subject has locally advanced or metastatic disease that is not amenable to curative intent treatment.
• Subject has progressed, relapsed, or discontinued treatment due to toxicity after 1 platinum-based standard of care regimen for locally advanced or metastatic disease, and has not received > 2 prior lines of cytotoxic anticancer therapy in the locally advanced or metastatic setting. 1. Subjects with locally advanced disease who previously received curative intent treatment with platinum-based standard of care regimen in the adjuvant or neoadjuvant setting or as part of concomitant chemoradiation therapy are eligible if they have progressed or relapsed within 6 months of completion. 2. Maintenance therapy does not constitute a new chemotherapy regimen provided there was no progression after the initial platinum-based regimen. 3. Changing chemotherapy agents during platinum-based treatment for the management of toxicities does not constitute a new chemotherapy regimen provided no progression had occurred while on the initial therapy.
• Subject has received prior therapy with an anti-PD-1 or anti-PD-L1 based on subject's tumor PD-1 or PD-L1 expression and local treatment guidelines and has progressed, relapsed, or discontinued treatment due to toxicity, or therapy is contraindicated for subject. Cohort 4: non-squamous non-small cell lung cancer
• Subject has evidence of radiographic progression on or after the last regimen received.
• Subject has histologically- or cytologically-confirmed non-squamous NSCLC.
• Subjects with mixed histology NSCLC are eligible provided there is not any component of neuroendocrine histology.
• Subjects with known EGFR, ALK, ROS, BRAF, or other actionable mutations are eligible if treated with mutation targeted therapy and have progressed, relapsed, or discontinued treatment due to toxicity.
• Subject has locally advanced or metastatic disease that is not amenable to curative intent treatment.
• Subject has progressed, relapsed, or discontinued treatment due to toxicity after 1 platinum-based standard of care regimen for locally advanced or metastatic disease, and has not received > 2 prior lines of cytotoxic anticancer therapy in the locally advanced or metastatic setting. 1. Subjects with locally advanced disease who previously received curative intent treatment with platinum-based standard of care regimen in the adjuvant or neoadjuvant setting or as part of concomitant chemoradiation therapy are eligible if they have progressed or relapsed within 6 months of completion. 2. Maintenance therapy does not constitute a new chemotherapy regimen provided there was no progression after the initial platinum-based regimen. 3. Changing chemotherapy agents during platinum-based treatment for the management of toxicities does not constitute a new chemotherapy regimen provided no progression has occurred while on the initial therapy.
• Subject has received prior therapy with an anti-PD-1 or anti-PD-L1 based on subject's tumor PD-1 or PD-L1 expression and local treatment guidelines and has progressed, relapsed, or discontinued treatment due to toxicity, or therapy is contraindicated for subject. Cohort 5: second-line or later head and neck cancer
• Subject has evidence of radiographic progression on or after the last regimen received.
• Subject has histologically- or cytologically-confirmed head and neck cancer.
• Primary tumor site must arise from the oral cavity, oropharynx, hypopharynx, and larynx; tumors arising from the nasopharynx are excluded. Salivary gland tumors and/or parotid gland tumors are not eligible for Cohort 5.
• Subject has locally advanced or metastatic disease that is not amenable to curative intent treatment.
• Subject has progressed, relapsed, or discontinued treatment due to toxicity after 1 platinum-based standard of care regimen for locally advanced or metastatic disease, and has not received > 2 prior lines of cytotoxic anticancer therapy in the locally advanced or metastatic setting.
• Subjects with locally advanced disease who previously received curative intent treatment with platinum-based standard of care regimen in the adjuvant or neoadjuvant setting or as part of concomitant chemoradiation therapy are eligible if they have progressed or relapsed within 6 months after completion.
• Subject has received prior therapy with an anti-PD-1 or anti-PD-L1 based on subject's tumor PD-1 or PD-L1 expression and local treatment guidelines and has progressed, relapsed, or discontinued treatment due to toxicity, or therapy is contraindicated for subject. Cohorts 6, 7 and 8: gastric or gastroesophageal junction (GEJ) or esophageal adenocarcinoma
• Subject has evidence of radiographic progression on or after the last regimen received.
• Subject has histologically- or cytologically-confirmed gastric, GEJ, or esophageal cancer.
• Subject has locally advanced or metastatic disease that is not amenable to curative intent treatment.
• Subject has progressed, relapsed, or discontinued due to toxicity after 1 platinum-based standard of care regimen for locally advanced or metastatic disease, and has not received > 2 prior lines of cytotoxic anticancer therapy in the locally advanced or metastatic setting.
• Neoadjuvant or adjuvant cytotoxic regimens will count as a prior regimen if relapsed or progressed ≤ 6 months after completion.
• Subject must have received a HER2 directed therapy if known to have HER2 positive cancer.
• Subject has received prior therapy with an anti-PD-1 or anti-PD-L1 based on subject's tumor PD-1 or PD-L1 expression and local treatment guidelines and has progressed, relapsed, or discontinued treatment due to toxicity, or therapy is contraindicated for subject. Cohort 9: 1L HNSCC
• Subject has histologically- or cytologically-confirmed head and neck squamous cell carcinoma. a. Primary tumor site must arise from the oral cavity, oropharynx, hypopharynx, and larynx; tumors arising from the nasopharynx are excluded. Salivary gland tumors and/or parotid gland tumors are not eligible for Cohort 9.
• Subject has recurrent or metastatic disease that is incurable by local therapies.
• Subject's tumor sample has PD-L1 combined positive score (CPS) of ≥ 1 as determined by local or central IHC testing.
• Subject has had no prior systemic therapy administered in the recurrent or metastatic setting (with the exception of systemic therapy completed > 6 months prior if given as part of multimodal treatment for locally advanced disease). Subjects who have received a PD-1 or PD-L1 inhibitor in the curative setting are eligible if it has been at least 12 months since last dose of the anti PD-L1 agent.
• Subject has ANC ≥ 1.5 × 10^9/L.
• International normalized ratio (INR) OR prothrombin time (PT) and activated partial thromboplastin (aPTT) both ≤ 1.5 × ULN unless subject is receiving anticoagulant therapy as long as PT or aPTT is within the therapeutic range of intended use of anticoagulants. PTT may be used if local lab is unable to perform aPTT.
• For subjects with oropharynx tumors, subject has results from testing of HPV status by p16 testing. For All Cohorts:
• Subject has preexisting sensory or motor neuropathy Grade ≥ 2.
• Subject has active central nervous system (CNS) metastases. Subjects with treated CNS metastases are permitted on study if all the following are true:
• CNS metastases have been clinically stable for ≥ 6 weeks prior to screening
• If requiring steroid treatment for CNS metastases, the subject is on a stable dose ≤ 20 mg/day of prednisone or equivalent for ≥ 2 weeks
• Baseline imaging scans show no evidence of new or enlarged brain metastasis
• Subject does not have leptomeningeal disease
• Subject has ongoing clinically significant toxicity (Grade 2 or higher with the exception of alopecia) associated with prior treatment (including systemic therapy, radiotherapy or surgery).
• Subjects with ongoing ≥ Grade 3 immunotherapy-related hypothyroidism or panhypopituitarism are excluded. Subjects with ongoing immunotherapy-related colitis, uveitis, myocarditis or pneumonitis, or subjects with other immunotherapy-related AEs requiring high doses of steroids (> 20 mg/day of prednisone or equivalent), are excluded. Subject with ≤ Grade 2 immunotherapy-related hypothyroidism or panhypopituitarism may be enrolled when well maintained/controlled on a stable dose of hormone replacement therapy (if indicated).
• Subject has a history of uncontrolled diabetes mellitus within 3 months before the first dose of study treatment. Uncontrolled diabetes (within 3 months before first dose) is defined as hemoglobin A1c (HbA1c) ≥ 8% or HbA1c between 7 and < 8% with associated diabetes symptoms (polyuria or polydipsia) that are not otherwise explained. The lowest HbA1c during the screening period will be used to determine eligibility.
• Subject has prior treatment with enfortumab vedotin or other monomethyl auristatin E (MMAE) based antibody-drug conjugates (ADCs).
• Subject has a second malignancy diagnosed within 3 years before first dose of study drug, or any evidence of residual disease from a previously diagnosed malignancy. Subjects with non-melanoma skin cancer, localized prostate cancer treated with curative intent with no evidence of progression, low-risk or very low-risk (per standard guidelines) localized prostate cancer under active surveillance/watchful waiting without intent to treat, or carcinoma in situ of any type (if complete resection was performed) are allowed.
• Subject is currently receiving systemic antimicrobial treatment for viral, bacterial, or fungal infection at the time of first dose of study treatment. Routine antimicrobial prophylaxis is permitted.
• Subject has known active hepatitis B (e.g., hepatitis B surface antigen [HBsAg] reactive) or active hepatitis C (e.g., hepatitis C virus [HCV] RNA [qualitative] is detected).
• Subject has known history of human immunodeficiency virus (HIV) infection (HIV 1 or 2).
• Subject has documented history of a cerebral vascular event (stroke or transient ischemic attack), unstable angina, myocardial infarction or cardiac symptoms (including congestive heart failure) consistent with New York Heart Association Class III-IV within 6 months prior to the first dose of study drug.
• Subject has major surgery within 4 weeks prior to first dose of study drug.
• Subject had radiotherapy, chemotherapy, biologics, investigational agents, and/or antitumor treatment with immunotherapy that is not completed 2 weeks prior to first dose of study drug.
• Subject has known hypersensitivity to enfortumab vedotin or to any excipient contained in the drug formulation of enfortumab vedotin (including histidine, trehalose dihydrate and polysorbate 20) OR subject has known hypersensitivity to biopharmaceutical produced in Chinese hamster ovary cells.
• Subject has known active keratitis or corneal ulcerations. Subject with superficial punctate keratitis is allowed if the disorder is being adequately treated.
• Subject has any condition which makes the subject unsuitable for study participation. Cohort 9: 1L HNSCC
• Had PD within 6 months of completion of curatively intended systematic treatment for locoregionally advanced HNSCC.
• Has had an allogeneic tissue/solid organ transplant. Has severe hypersensitivity (≥grade 3) to pembrolizumab and/or any of its excipients.
• Has a history of (non-infectious) pneumonitis / interstitial lung disease that required steroids or has current pneumonitis / interstitial lung disease.
• Has a history of idiopathic pulmonary fibrosis, organizing pneumonia, drug-induced pneumonitis, idiopathic pneumonitis, or evidence of active pneumonitis on screening chest CT scan.
• Has a life expectancy of less than 3 months and/or has rapidly progressing disease (e.g. tumor bleeding, uncontrolled tumor pain) in the opinion of the treating investigator.
• Active autoimmune disease that has required systemic treatment in past 2 years (i.e. with use of disease modifying agents, corticosteroids or immunosuppressive drugs). 1. Replacement therapy (e.g., thyroxine, insulin, physiologic corticosteroid replacement therapy for adrenal or pituitary insufficiency) is not considered a form of systemic treatment and is allowed. 2. Brief (<7 days) use of systemic corticosteroids is allowed when use is considered standard of care. 3. Subjects with vitiligo, psoriasis, type 1 diabetes mellitus, hypothyroidism, or resolved childhood asthma/atopy will not be excluded. 4. Subjects requiring intermittent use of bronchodilators, inhaled steroids, or local steroid injections will not be excluded. 5. Subjects with hypothyroidism that is stable with hormone replacement or Sjögren's syndrome will not be excluded.
• Has an active infection requiring systemic therapy.
• Has received prior therapy with an anti-PD-1 or anti-PD-L1 agent in the recurrent/metastatic setting. If anti-PD-1 or anti-PD-L1 agent was given as part of curative intent therapy, it must be at least 1 year since last dose.
• Has received a live vaccine within 30 days of planned start of study therapy. Examples of live vaccines include, but are not limited to, the following: measles, mumps, rubella, varicella/zoster (chicken pox), yellow fever, rabies, Bacillus Calmette Guérin, and typhoid vaccine. Seasonal influenza vaccines for injection are generally killed virus vaccines and are allowed; however, intranasal influenza vaccines (e.g., FluMist®) are live attenuated vaccines and are not allowed.
• Subject has active tuberculosis

• REGISTRATION TO STEP 1
• Patient must have histologically confirmed HER2 negative metastatic esophageal or gastric adenocarcinoma (American Joint Committee on Cancer [AJCC] 8th edition)
• Patient must have oligometastatic disease at the time of registration, which is defined as the following:
• At most 3 radiologically visible metastatic lesions (not sites), in addition to the primary site. Computed tomography (CT) or magnetic resonance imaging (MRI) scans will be performed for staging purposes. Patients with oligometastatic sites that are only detected with positron emission tomography (PET)/CT will be eligible for participation, as long as radiation planning and administration is feasible after discussion with treating radiation oncologist. Malignant lymph node should be at least 1 cm in size or biopsy proven involved by disease
• Anatomically defined lymphadenopathy will be considered as 1 site of metastatic disease. For example, 2 enlarged paraaortic lymph nodes will be considered as one site, and 2 additional sites will be allowed to meet protocol definition of oligometastatic disease. However, if supraclavicular or cervical nodes are involved for distal esophageal tumors or gastric tumors, these are counted separately from intrathoracic nodes. For upper thoracic/cervical esophageal tumors, the involvement of celiac nodes are counted separately from intrathoracic nodes. Intrathoracic nodes, defined as hilar and mediastinal nodes, will be collectively counted as one
• Patients with radiologically evident peritoneal metastasis will be excluded.
• Patient must have an Eastern Cooperative Oncology Group (ECOG) performance status 0-1
• Women of childbearing potential and sexually active males must not expect to conceive or father children by using accepted and effective method(s) of contraception (both double barrier contraception and birth control pills or implants) or by abstaining from sexual intercourse for at least one month after the last dose of protocol treatment and continuing for 5 months after the last dose of protocol treatment (for female patients) and for 7 months after the last dose of protocol treatment (for male patients who are sexually active with women of child bearing potential [WOCBP]). Investigators must counsel WOCBP and male patients who are sexually active with WOCBP on the importance of pregnancy prevention and the implications of an unexpected pregnancy
• Absolute neutrophil count (ANC) >= 1.5 x 10^9/L (obtained within 28 days prior to registration)
• Hemoglobin >= 8 g/dL (obtained within 28 days prior to registration)
• Platelets (PLT) >= 100 x 10^9/L (obtained within 28 days prior to registration)
• Aspartate aminotransferase (AST)/alanine aminotransferase (ALT) =< 3.0 x upper limit of normal (ULN) (obtained within 28 days prior to registration)
• Bilirubin =< 1.5 x institutional ULN (obtained within 28 days prior to registration)
• Serum creatinine =< 1.5 x institutional ULN (Cockcroft and Gault formula) (obtained within 28 days prior to registration)
• Albumin > 2.5 g/dL (obtained within 28 days prior to registration)
• Patient must be able to understand and willing to sign and date the written voluntary informed consent form prior to any protocol-specific procedures
• Human immunodeficiency virus (HIV)-infected patients on effective anti-retroviral therapy with undetectable viral load within 6 months are eligible for this trial. Patients must have CD4 > 200 at the time of registration
• NOTE: HIV testing is not required for eligibility
• Patients with a prior or concurrent malignancy whose natural history or treatment does not have the potential to interfere with the safety or efficacy assessment of the investigational regimen are eligible for this trial
• Patients who had prior definitive treatment for early stage EGA with either surgery or chemoradiation are eligible for participation as long as recurrent disease developed at least 6 months after completion of all prior therapies
• Any major surgery must have been completed >= 4 weeks prior to registration
• REGISTRATION TO STEP 2
• Patient must have histologically confirmed HER2 negative metastatic esophageal or gastric adenocarcinoma (AJCC 8th edition) with stable disease after about 4 months of fluorouracil, leucovorin calcium, and oxaliplatin (FOLFOX) or 6 cycles of capecitabine and oxaliplatin (CAPOX) (Step 1 treatment)
• Patient must have no evidence of disease progression based on Response Evaluation Criteria in Solid Tumors (RECIST) criteria since Step 1 registration. Patients with complete radiologic response are eligible for Step 2
• Patient must have an ECOG performance status 0-1
• Patient must not have any contraindications to 5-fluorouracil (5-FU) or capecitabine, oxaliplatin
• Patient must not have any contraindications to radiation therapy based on consultation with a radiation oncologist. Formal radiation oncology evaluation will be required for eligibility purposes. Prior palliative or definitive radiation to the primary site is allowed, as long as it was completed at least 2 weeks before registration
• Women must not be pregnant or breast-feeding due to the potential harm to unborn fetus and possible risk for adverse events in nursing infants with the treatment regimens being used
• All females of child bearing potential must have a serum or urine pregnancy test to rule out pregnancy within 14 days prior to registration
• A female of childbearing potential is any woman, regardless of sexual orientation or whether they have undergone tubal ligation, who meets the following criteria: has achieved menarche at some point, has not undergone a hysterectomy or bilateral oophorectomy; or has not been naturally postmenopausal (amenorrhea following cancer therapy does not rule out childbearing potential) for at least 24 consecutive months (i.e., has had menses at any time in the preceding 24 consecutive months)
• Patient must not have had any prior treatment with 5-FU or capecitabine and/or oxaliplatin containing systemic therapy
• NOTE: Patients previously treated with radiosensitizing doses of 5-FU will be eligible for participation as long as adequate time has elapsed from past treatments
• NOTE: Patients who received systemic 5-FU or capecitabine and/or oxaliplatin as part of the treatment for their locoregional disease are eligible for participation, as long as all definitive therapy has been completed at least 6 months prior to trial enrollment
• Patients with known central nervous system (CNS) metastasis will be excluded from trial participation, regardless of the status of the CNS disease
• Patient must not have any uncontrolled intercurrent illness including, but not limited to ongoing or active infection requiring treatment, symptomatic congestive heart failure, unstable angina pectoris, cardiac arrhythmia, or psychiatric illness/social situations that would limit compliance with study requirements
• Patient must not have had live vaccines within 30 days prior to registration. Examples of live vaccines include, but are not limited to, the following: measles, mumps, rubella, chicken pox, yellow fever, rabies, Bacillus Calmette Guerin (BCG), and typhoid (oral) vaccine. Seasonal influenza vaccines for injection are generally killed virus vaccines and are allowed; however, intranasal influenza vaccines (e.g., Flu-Mist) are live attenuated vaccines and are not allowed

• Histologically-confirmed advanced solid tumor with measurable disease by Response Evaluation Criteria in Solid Tumors (RECIST) version (v) 1.1 criteria, for which cisplatin-based therapy would be considered appropriate, including:
• Non-small cell lung cancer (NSCLC)
• UC
• Penile cancer
• Malignant pleural mesothelioma
• Small cell lung cancer
• Biliary tract cancer
• Esophageal and gastric cancers
• Ovarian cancer
• Endometrial cancer
• Cervical cancer
• Head and neck cancer
• Triple-negative breast cancer (Her2/neu-negative, estrogen receptor [ER]/progesterone receptor [PR]-negative breast cancer)
• For the expansion cohort of the triplet combination at MTD/RP2D only:
• Patients with histologically confirmed advanced or unresectable urothelial carcinoma are eligible
• The histology should be predominantly urothelial (>= 50% of sample evaluated contains urothelial histology)
• Age >= 18 years. Because no dosing or adverse event data are currently available on the use of BAY 1895344 in combination with gemcitabine and cisplatin in patients < 18 years of age, children are excluded from this study
• Eastern Cooperative Oncology Group (ECOG) performance status =< 2 (Karnofsky >= 60%)
• Availability of archival FFPE tissue
• Prior cisplatin exposure of < 300 mg/m^2. Patients with prior cisplatin treatment must have received last cisplatin treatment > 6 months prior to enrollment
• Prior treatment with PARP inhibitors is permitted (such as olaparib, rucaparib, or other experimental inhibitors of PARP administered in a clinical trial)
• Prior immune checkpoint inhibitor therapy is permitted (including anti-programmed cell death protein 1 [PD-1], anti-PD-ligand [L]1 therapy, such as pembrolizumab, nivolumab, avelumab, durvalumab, atezolizumab, or anti-cytotoxic t-lymphocyte protein 4 [CTLA4] therapy such as ipilimumab, or other experimental immune checkpoint pathway inhibitors administered in a clinical trial)
• Leukocytes >= 3,000/mcL
• Hemoglobin >= 9 g/dL
• Neutrophil count >= 1,500/mcL
• Platelets >= 100,000/mcL
• Total bilirubin =< 2 mg/dL
• Aspartate aminotransferase (AST) (serum glutamic oxaloacetic transaminase [SGOT])/alanine aminotransferase (ALT) (serum glutamic pyruvic transaminase [SGPT]) =< 3 x institutional upper limit of normal (ULN)
• Creatinine clearance >= 40 mL/min OR glomerular filtration rate (GFR) >= 40 mL/min/1.73 m^2 unless data exists supporting safe use at lower kidney function values, no lower than 30 mL/min/1.73 m^2
• Human immunodeficiency virus (HIV)-infected patients on effective anti-retroviral therapy with undetectable viral load within 6 months are eligible for this trial
• For patients with evidence of chronic hepatitis B virus (HBV) infection, the HBV viral load must be undetectable on suppressive therapy, if indicated
• Patients with a history of hepatitis C virus (HCV) infection must have been treated and cured. For patients with HCV infection who are currently on treatment, they are eligible if they have an undetectable HCV viral load.
• Patients with treated brain metastases are eligible if follow-up brain imaging after central nervous system (CNS)-directed therapy shows no evidence of progression
• Patients with new or progressive brain metastases (active brain metastases) or leptomeningeal disease are eligible if the treating physician determines that immediate CNS specific treatment is not required and is unlikely to be required during the first cycle of therapy; patients with stable brain metastases that are asymptomatic and on a stable dose of steroids are also considered eligible
• Patients with known history or current symptoms of cardiac disease, or history of treatment with cardiotoxic agents, should have a clinical risk assessment of cardiac function using the New York Heart Association Functional classification. To be eligible for this trial, patients should be class 2B or better
• The effects of BAY 1895344, cisplatin, and gemcitabine on the developing human fetus are unknown. For this reason and because deoxyribonucleic acid (DNA)-damage response inhibitors agents as well as other therapeutic agents used in this trial are known to be teratogenic, women of child-bearing potential and men must agree to use adequate contraception (hormonal or barrier method of birth control; abstinence) prior to study entry and for the duration of study participation and for 6 months after completion of BAY 1895344 administration. Should a woman become pregnant or suspect she is pregnant while she or her partner is participating in this study, she should inform her treating physician immediately. Men treated or enrolled on this protocol must also agree to use adequate contraception prior to the study, for the duration of study participation, and 6 months after completion of BAY 1895344 administration
• Ability to understand and the willingness to sign a written informed consent document
• Life expectancy < 6 weeks by investigator assessment
• Other active malignancy requiring treatment, except for cutaneous malignancies that require resection such as squamous cell carcinoma, basal cell carcinoma, or cutaneous melanoma, and except for prostate cancer if only on androgen deprivation therapy
• Significant peripheral neuropathy (grade 2 or higher by Common Terminology Criteria for Adverse Events [CTCAE])
• Sensorineural hearing loss (grade 2 or higher by CTCAE)
• Must NOT have had prior treatment with ATR inhibitor (prior BAY1895344 or other investigational ATR inhibitors), or current treatment with any other investigational agents
• Patients who have had chemotherapy or radiotherapy within 4 weeks (6 weeks for nitrosoureas or mitomycin C) prior to entering the study. Patients who have targeted therapies (such as PARP inhibitors) within 2 weeks prior to entering the study
• History of allergic reactions attributed to compounds of similar chemical or biologic composition to BAY 1895344 or other agents used in study
• Patients receiving any medications that are substrates of CYP3A4 with a narrow therapeutic window, or strong inhibitors/inducers of CYP3A4 are ineligible, if they cannot be transferred to alternative medication. Because the lists of these agents are constantly changing, it is important to regularly consult a frequently-updated medical reference. As part of the enrollment/informed consent procedures, the patient will be counseled on the risk of interactions with other agents, and what to do if new medications need to be prescribed or if the patient is considering a new over-the-counter medicine or herbal product
• Patients with uncontrolled intercurrent illness
• Patients with psychiatric illness/social situations that would limit compliance with study requirements
• Pregnant women are excluded from this study because BAY 1895344 as a DNA-damage response inhibitor, cisplatin, and gemcitabine may have the potential for teratogenic or abortifacient effects. Because there is an unknown but potential risk for adverse events in nursing infants secondary to treatment of the mother with BAY 1895344 breastfeeding should be discontinued if the mother is treated with BAY 1895344 and for 4 months after end of treatment. These potential risks may also apply to other agents used in this study

• Subjects with advanced or metastatic solid tumor in subjects whose disease has progressed despite standard therapy, or who has no further standard therapy, or who is unsuitable for available standard treatment options.
• Eastern Cooperative Oncology Group (ECOG) performance status 0 or 1 with adequate organ function
• Have known PD-L1 status with prior testing by immunohistochemistry and a corresponding combined positive score (CPS) For dose expansion study only:
• Advanced or metastatic gastric cancer, gastroesophageal junction carcinoma, and esophageal adenocarcinoma without further standard therapy or unsuitable for available standard treatment options.
• Must have CLDN18.2-positive tumor expression as determined by the CLDN18.2 IHC assay Exclusion Criteria
• Prior exposure to CLDN18.2 -targeted therapy
• Prior exposure to 4-1BB agonists
• Second malignancy within the last 3 years with the exception of cutaneous squamous cell carcinoma or cutaneous basal cell carcinoma or cervical carcinoma in situ
• Known active or chronic Hepatitis B or Hepatitis C, other hepatitides
• Unstable/active ulcer or digestive tract bleeding within 6 weeks
• Active autoimmune disease requiring systemic treatment within the past 2 years
• Active interstitial lung disease (ILD) or pneumonitis or a history of ILD or pneumonitis requiring treatment
• Known active CNS metastases and/or carcinomatous meningitis. Subjects with previously treated brain metastases may participate provided they are clinically stable and without requirement of steroid treatment for at least 14 days prior to first dose of study treatment;
• New York Heart Association (NYHA) Class 3 or 4 congestive heart failure, severe/unstable angina, myocardial infarction (MI), symptomatic congestive heart failure, cerebrovascular accident, transient ischemic attack (TIA), arterial embolism, pulmonary embolism, percutaneous transluminal coronary angioplasty (PTCA), deep vein thrombosis, or coronary artery bypass grafting (CABG) in the previous 6 months
• Diagnosis of immunodeficiency such as known active HIV
• Any active infection requiring parenteral treatment

General (applies to all cohorts) 1. Signed written informed consent. 2. Male or female patients aged ≥ 18 years. 3. Eastern Cooperative Oncology Group (ECOG) performance status of 0 or 1 at study entry and an estimated life expectancy of at least 3 months. 4. Baseline Left Ventricular Ejection Fraction (LVEF) ≥ 55% measured by echocardiography (preferred) or multigated acquisition (MUGA) scan. 5. Adequate hematological function. 6. Adequate hepatic function. 7. Adequate renal function. 8. Effective contraception for women of child bearing potential (WOCBP) patients as defined by World Health Organization (WHO) guidelines for 1 "highly effective" method or 2 "effective" methods. Dose Escalation 1. Evidence of objective disease, but participation does not require a measurable lesion. 2. Locally advanced or metastatic solid tumors, for which no standard therapy exists, or standard therapy has failed. 3. HER2 expression by immunohistochemistry and/or erbb2 amplification and/or erbb2 activating mutations must be documented on either archival tissue or fresh tumor biopsy. "3+3" Nivolumab Combination Cohort 1. Eligible to receive nivolumab per its label for a malignancy of epithelial origin; or 2. Have no standard therapy available, or standard therapy has failed, and must not have received nivolumab prior to joining the study. 3. HER2 expression by immunohistochemistry and/or erbb2 amplification and/or erbb2 activating mutations must be documented on either archival tissue or fresh tumor biopsy. "3+3" Nab paclitaxel Combination Cohort 1. Patients must be eligible for treatment with nab-paclitaxel per its label, which includes metastatic breast cancer, after failure of combination chemotherapy for metastatic disease or relapse within 6 months of adjuvant chemotherapy. In this case, additional inclusion criteria include also no exposure to taxanes in the last 6 months, OR 2. Patients whose tumor has no standard therapy or for which standard therapy has failed. In this case, patients should also not have been treated with a taxane over the last 6 months, OR 3. First line advanced (unresectable/recurrent/metastatic) TNBC 4. HER2 expression by immunohistochemistry and/or erbb2 amplification and/or erbb2 activating mutations must be documented on either archival tissue or fresh tumor biopsy Safety/PK/PD Expansion Cohorts (Monotherapy and Combination Therapy) 1. Fresh tumor biopsy must be obtained during the screening window. 2. HER2 expression by immunohistochemistry (IHC). 3. Disease must be measurable with at least 1 unidimensional measurable lesion by RECIST 1.1. Urothelial Bladder Cancer Expansion Cohort(s) 1. Disease must be measurable with at least 1 unidimensional measurable lesion by RECIST 1.1. 2. Histologically or cytologically documented locally advanced or metastatic transitional cell carcinoma of the urothelium (including renal pelvis, ureters, urinary urothelial, urethra). 3. Patients must have radiographic disease progression after their last line of therapy. 4. Patients must have received a platinum containing chemotherapy and an anti PD-1 or anti PD-L1 for the treatment of urothelial bladder cancer. 5. Patients must have experienced radiographic progression of disease during treatment with PD-1/PD-L1 containing therapy. 6. Patients must have at least 1+ expression of HER2 by IHC. 7. For patients that will receive DF1001 in combination with nivolumab: progression while under anti PD-(L)1 must have occurred within 6 months of patient inclusion 8. A fresh tumor biopsy must be obtained during the screening window. Breast Cancer (HER2 Low) Expansion Cohort 1. Disease must be measurable with at least 1 unidimensional measurable lesion by RECIST 1.1 2. Histologically documented (metastatic or locally advanced) breast cancer. 3. Absence of erbb2 amplification by ISH and/or HER2 IHC of 0, 1+, or 2+. If Herceptest score is 0, HER2 must be detected by IHC on at least 1+ of the tumor cells. 4. Patient must have progressed after one line of systemic chemotherapy. Treatment with a trastuzumab-containing ADC will be considered as a line of chemotherapy. 5. Patients must have progressed (radiographically) after their last line of systemic therapy. 6. HR-positive patients must have received hormone therapy and have progressed while receiving hormone therapy. 7. A fresh tumor biopsy must be obtained during the screening window. Breast Cancer (HER2 High) Expansion Cohort 1. Disease must be measurable with at least 1 unidimensional measurable lesion by RECIST 1.1 2. Histologically documented (metastatic or locally advanced) breast cancer. 3. Erbb2 amplification by ISH and/or HER2 IHC of 3+, or 2+. If Herceptest score is 2+, ISH results should demonstrate erbb2 amplification. 4. Patient must have received trastuzumab, pertuzumab, and a HER2-targeting ADC. Other anti HER2 lines of therapy are acceptable. 5. Patient must have progressed after one line of systemic chemotherapy. 6. HR-positive patients must have received hormone therapy and have progressed while receiving hormone therapy. 7. A fresh tumor biopsy must be obtained during the screening window. Basket erbb2 amplified Expansion Cohort 1. Disease must be measurable with at least 1 unidimensional measurable lesion by RECIST 1.1. 2. Patients with any solid tumor except breast cancer, gastric cancer, or esophageal cancer that have progressed after an HER2 targeting ADC, or patients with carcinoma of the salivary glands that have progressed after one line of systemic therapy 3. Documented history of erbb2 amplification. 4. Patients must have received at least one line of an approved or established therapy. 5. A fresh tumor biopsy must be obtained during the screening window. Gastric Cancer (HER2 High) Expansion Cohort 1. Disease must be measurable with at least 1 unidimensional measurable lesion by RECIST 1.1. 2. Advanced (unresectable/recurrent/metastatic) gastric cancer or cancer of the gastro-esophageal junction. 3. Tumor must have been declared HER2 positive. 4. Patients must have received a first line of therapy that included a platinum salt and a fluoropyridine in combination with trastuzumab or a biosimilar to trastuzumab. 5. Patients must have progressed after the first line therapy. 6. Patients must have received only one line of therapy for the treatment of metastatic disease. 7. A fresh tumor biopsy must be obtained during the screening window. Gastric Cancer (HER2 Low) Expansion Cohort 1. Disease must be measurable with at least 1 unidimensional measurable lesion by RECIST 1.1. 2. Advanced (unresectable/recurrent/metastatic) gastric cancer or cancer of the gastro-esophageal junction. 3. Tumor must have been declared HER2 low; ISH non-amplified and/or HER2 IHC of 0, 1+ or 2+. If Herceptest score is 0, HER2 must be detected by IHC on at least 1+ of the tumor cells. 4. Patients must have received a first line of therapy that included a platinum salt and a fluoropyridine in combination with an anti PD-1 5. Patients must have progressed after the first line therapy. 6. Progression while under anti PD-(L)1 must have occurred within 6 months of patient inclusion 7. Patients must have received only one line of therapy for the treatment of metastatic disease. 8. Disease must be measurable with at least 1 unidimensional measurable lesion by RECIST 1.1. 9. A fresh tumor biopsy must be obtained during the screening window. Esophageal Cancer (HER2 High) Expansion Cohort 1. Disease must be measurable with at least 1 unidimensional measurable lesion by RECIST 1.1. 2. Advanced (unresectable/recurrent/metastatic) esophageal cancer. 3. Tumor must have been declared HER2 positive. 4. Patients must have received a first line of therapy that included a platinum salt and a fluoropyridine in combination with trastuzumab or a biosimilar to trastuzumab. 5. Patients must have progressed after the first line therapy. 6. Patients must have received only one line of therapy for the treatment of metastatic disease. 7. A fresh tumor biopsy must be obtained during the screening window. Esophageal Cancer (HER2 Low) Expansion Cohort 1. Disease must be measurable with at least 1 unidimensional measurable lesion by RECIST 1.1. 2. Advanced (unresectable/recurrent/metastatic) esophageal cancer. 3. Tumor must have been declared HER2 low; ISH non-amplified and/or HER2 IHC of 0, 1+ or 2+. If Herceptest score is 0, HER2 must be detected by IHC on at least 1+ of the tumor cells. 4. Patients must have received a first line of therapy that included a platinum salt and a fluoropyridine in combination with an anti PD-1 5. Patients must have progressed after the first line therapy. 6. Progression while under anti PD-(L)1 must have occurred within 6 months of patient inclusion 7. Patients must have received only one line of therapy for the treatment of metastatic disease. 8. Disease must be measurable with at least 1 unidimensional measurable lesion by RECIST 1.1. 9. A fresh tumor biopsy must be obtained during the screening window. Non-small Cell Lung Cancer (HER2 Low) Expansion Cohort 1. Disease must be measurable with at least 1 unidimensional measurable lesion by RECIST 1.1. 2. Histologically confirmed NSCLC meeting stage criteria for stage IIIB, stage IV, or recurrent disease that has been confirmed to have HER2 expression (at least 1+, however, patients must not carry an erbb2 amplification) via archival or fresh biopsy tissue prior to study enrollment. 3. Patients must have recurrent or progressive disease during or after platinum doublet-based chemotherapy OR must have recurrent or progressive disease within 6 months after completing platinum-based chemotherapy for local disease, including those with actionable genetic alterations. 4. Patients must have received and progressed on or after anti-PD-(L)1 therapy including those with actionable genomic alterations for which an approved treatment exists 5. Progression while under anti PD-(L)1 must have occurred within 6 months of patient inclusion 6. Status for actionable mutations (EGFR, ALK, ROS1, RET, etc.) must be known (when testing is available as per country/region standard of care practices); patients with actionable mutations must have received and progressed on, have been intolerant to, or not be a candidate for standard tyrosine kinase inhibitors (TKIs) (as available per country/region standard of care practices). 7. A fresh tumor biopsy must be obtained during the screening window. Non-small Cell Lung Cancer (HER2 High) Expansion Cohort 1. Disease must be measurable with at least 1 unidimensional measurable lesion by RECIST 1.1. 2. Histologically confirmed NSCLC meeting stage criteria for stage IIIB, stage IV, or recurrent disease that has been confirmed to have amplification of erbb2 via archival or fresh biopsy tissue prior to study enrollment. 3. Patients must have recurrent or progressive disease during or after platinum doublet-based chemotherapy OR must have recurrent or progressive disease within 6 months after completing platinum-based chemotherapy for local disease, including those with actionable genetic alterations. 4. Patients must have received and progressed on or after anti-PD-(L)1 therapy including those with actionable genomic alterations for which an approved treatment exists 5. Status for actionable mutations (EGFR, ALK, ROS1, RET, etc.) must be known (when testing is available as per country/region standard of care practices); patients with actionable mutations must have received and progressed on, have been intolerant to, or not be a candidate for standard tyrosine kinase inhibitors (TKIs) (as available per country/region standard of care practices). 6. Patients with an erbb2 amplification must provide archival tissue. If archival tissue is not available, a fresh biopsy must be obtained during the screening window. 1. Concurrent treatment with a non-permitted drug as in Non-Permitted Medicines and Therapies section. Previous treatment with drugs that specifically target the HER2 pathway (mAb or tyrosine kinase inhibitor [TKI]) is acceptable providing washout period (4 weeks for mAbs or protein therapeutics and 2 weeks for a TKI). 2. Concurrent anticancer treatment (eg, cytoreductive therapy, radiotherapy [with the exception of palliative bone directed radiotherapy], immune therapy, or cytokine therapy except for erythropoietin), major surgery (excluding prior diagnostic biopsy), concurrent systemic therapy with steroids or other immunosuppressive agents, or use of any investigational drug within 28 days before the start of study treatment. Short-term administration of systemic steroids (i.e., for allergic reactions or the management of immune-related adverse events [irAEs]) is allowed. 1. Note: Patients receiving bisphosphonates are eligible provided treatment was initiated at least 14 days before the first dose of DF1001. 2. Previous malignant disease other than the target malignancy to be investigated in this study within the last 3 years, with the exception of basal or squamous cell carcinoma of the skin or cervical carcinoma in situ. 3. Rapidly progressive disease. 4. Active or history of central nervous system (CNS) metastases. 5. Receipt of any organ transplantation including autologous or allogeneic stem-cell transplantation. 6. Significant acute or chronic infections (including historic positive test for human immunodeficiency virus [HIV], or active or latent hepatitis B or active hepatitis C tested during the screening window). 7. Preexisting autoimmune disease (except for patients with vitiligo) needing treatment with systemic immunosuppressive agents for more than 28 days within the last 3 years or clinically relevant immunodeficiencies (eg, dys-gammaglobulinemia or congenital immunodeficiencies), or fever within 7 days of Day 1. 8. Known severe hypersensitivity reactions to mAbs (≥ Grade 3 NCI-CTCAE v5.0), any history of anaphylaxis, or uncontrolled asthma (ie, 3 or more features of partly controlled asthma). 9. Persisting toxicity related to prior therapy > Grade 1 NCI-CTCAE v5.0, however alopecia and sensory neuropathy ≤ Grade 2 is acceptable. 10. Pregnancy or lactation in females during the study. 11. Known alcohol or drug abuse. 12. Serious cardiac illness 13. NYHA III of IV heart failure or systolic dysfunction (LVEF < 55%) 14. High-risk uncontrolled arrhythmias ie, tachycardia with a heart rate > 100/min at rest 15. Significant ventricular arrhythmia (ventricular tachycardia) or higher-grade Atrioventricular block (AV-block; second-degree AV-block Type 2 [Mobitz 2] or third-degree AV-block) 16. Angina pectoris requiring anti-anginal medication 17. Clinically significant valvular heart disease 18. Evidence of transmural infarction on ECG 19. Poorly controlled hypertension (defined by: systolic > 180 mm Hg or diastolic > 100 mm Hg) 20. Clinically relevant uncontrolled cardiac risk factors, clinically relevant pulmonary disease or any clinically relevant medical condition in the opinion of the Investigator that may limit participation in this study. 21. Severe dyspnea at rest due to complications of advanced malignancy or requiring supplementary oxygen therapy. 22. All other significant diseases (e.g., inflammatory bowel disease), which, in the opinion of the Investigator, might impair the patient's ability to participate 23. Any psychiatric condition that would prohibit the understanding or rendering of informed consent. 24. Legal incapacity or limited legal capacity. 25. Incapable of giving signed informed consent, which includes compliance with the requirements and restrictions listed in the informed consent form (ICF) and in this protocol .

• Participants with a cancer diagnosis: Documentation of disease:
• Histologic documentation: Histologically confirmed diagnosis of invasive cancer
• Stage: Stage I-IV per American Joint Committee on Cancer (AJCC) 7th edition, with the exception of patients with leukemia, lymphoma, and multiple myeloma
• For leukemia: Type (chronic lymphocytic leukemia [CLL], chronic myeloid leukemia [CML], acute lymphoblastic lymphoma [ALL], acute myeloid leukemia [AML])
• For lymphoma: Stage I-IV based on Ann Arbor staging
• For multiple myeloma: Stage I, II, III based on Revised International Staging System (RISS)
• One of the following tumor types:
• Colorectal
• Bladder
• Head and neck
• Hepatobiliary
• Lung
• Lymphoma
• Leukemia
• Ovary *** For these specific cancer types only, patients may be enrolled prior to histologic confirmation of malignancy. Sites are required to contact the study chairs to review appropriateness for enrollment
• Pancreas *** For these specific cancer types only, patients may be enrolled prior to histologic confirmation of malignancy. Sites are required to contact the study chairs to review appropriateness for enrollment
• Multiple myeloma
• Gastric, esophageal or gastroesophageal
• Breast
• Thyroid
• Kidney
• For these specific cancer types only, patients may be enrolled prior to histologic confirmation of malignancy. Sites are required to contact the study chairs to review appropriateness for enrollment
• Endometrium
• Prostate
• Melanoma *** For these specific cancer types only, patients may be enrolled prior to histologic confirmation of malignancy. Sites are required to contact the study chairs to review appropriateness for enrollment
• Sarcoma
• Participants with a cancer diagnosis: No prior definitive systemic or local anti-cancer intervention
• Participants with a cancer diagnosis: Age >= 40 and =< 75
• Participants with a cancer diagnosis: No known current pregnancy by self-report
• Participants with a cancer diagnosis: No known or prior history of in situ or invasive malignancy (excluding in situ non-melanoma skin cancers) other than the current cancer diagnosis
• Participants with a cancer diagnosis: Willingness to provide blood samples for research use
• Participants with a cancer diagnosis: Absence of medical contraindications to a research blood draw volume of 60 mL
• Participants with a cancer diagnosis: No history of organ transplantation
• Participants with a cancer diagnosis: Ability to read and comprehend English or Spanish * Eligibility is restricted to individuals who can comprehend and read English or Spanish given that participation in the study will require the ability to read and complete questionnaires that are available only in those two languages
• Participants without a cancer diagnosis and without suspicion of cancer: Age >= 40 and =< 75
• Participants without a cancer diagnosis and without suspicion of cancer: No known current pregnancy by self-report
• Participants without a cancer diagnosis and without suspicion of cancer: No known or prior history of in situ or invasive malignancy (excluding in situ non-melanoma skin cancers)
• Participants without a cancer diagnosis and without suspicion of cancer: Willingness to provide blood samples for research use
• Participants without a cancer diagnosis and without suspicion of cancer: Absence of medical contraindications to a research blood draw volume of 60 mL
• Participants without a cancer diagnosis and without suspicion of cancer: No history of organ transplantation
• Participants without a cancer diagnosis and without suspicion of cancer: Ability to read and comprehend English or Spanish * Eligibility is restricted to individuals who can comprehend and read English or Spanish given that participation in the study will require the ability to read and complete questionnaires that are available only in those two languages
• Participants with a high suspicion of cancer: High suspicion of ovarian cancer, pancreatic cancer, kidney cancer, or melanoma by clinical and/or radiological assessment, with plans for histologic or cytologic confirmation within 28 days after study blood draw * Examples of highly suspicious cases include: elevated CA125 and abnormal transvaginal ultrasound, suspicious renal or pancreatic mass on imaging, suspicious cutaneous lesion concerning for melanoma
• Participants with a high suspicion of cancer: Central review of radiology reports and/or clinical documentation conducted by study chairs
• Participants with a high suspicion of cancer: Age >= 40 and =< 75
• Participants with a high suspicion of cancer: No known current pregnancy by self-report
• Participants with a high suspicion of cancer: No known or prior history of in situ or invasive malignancy (excluding in situ non-melanoma skin cancers) other than the current cancer diagnosis
• Participants with a high suspicion of cancer: Willingness to provide blood samples for research use
• Participants with a high suspicion of cancer: Absence of medical contraindications to a research blood draw volume of 60 mL
• Participants with a high suspicion of cancer: No history or organ transplantation
• Participants with a high suspicion of cancer: Ability to read and comprehend English or Spanish * Eligibility is restricted to individuals who can comprehend and read English and Spanish given that participation in the study will require the ability to read and complete questionnaires that are available only in those two languages