# Genotyping, sequencing and analysis of 140,000 adults from Mexico City

**Authors:** Andrey Ziyatdinov, Jason Torres, Jesús Alegre-Díaz, Joshua Backman, Joelle Mbatchou, Michael Turner, Sheila M. Gaynor, Tyler Joseph, Yuxin Zou, Daren Liu, Rachel Wade, Jeffrey Staples, Razvan Panea, Alex Popov, Xiaodong Bai, Suganthi Balasubramanian, Lukas Habegger, Rouel Lanche, Alex Lopez, Evan Maxwell, Marcus Jones, Humberto García-Ortiz, Raul Ramirez-Reyes, Rogelio Santacruz-Benítez, Abhishek Nag, Katherine R. Smith, Amy Damask, Nan Lin, Charles Paulding, Mark Reppell, Sebastian Zöllner, Eric Jorgenson, William Salerno, Slavé Petrovski, John Overton, Jeffrey Reid, Timothy A. Thornton, Gonçalo Abecasis, Jaime Berumen, Lorena Orozco-Orozco, Rory Collins, Gonçalo Abecasis, Gonçalo Abecasis, Adolfo Ferrando, Michael Cantor, Giovanni Coppola, Andrew Deubler, Aris Economides, Katia Karalis, Luca A. Lotta, Lyndon J. Mitnaul, John D. Overton, Jeffrey G. Reid, Alan Shuldiner, Katherine Siminovitch, Christina Beechert, Erin D. Brian, Laura M. Cremona, Hang Du, Caitlin Forsythe, Zhenhua Gu, Kristy Guevara, Michael Lattari, Alexander Lopez, Kia Manoochehri, Manasi Pradhan, Raymond Reynoso, Ricardo Schiavo, Maria Sotiropoulos Padilla, Chenggu Wang, Sarah E. Wolf, Amelia Averitt, Nilanjana Banerjee, Dadong Li, Sameer Malhotra, Justin Mower, Mudasar Sarwar, Deepika Sharma, Jeffrey C. Staples, Jay Sundaram, Sean Yu, Aaron Zhang, Mona Nafde, George Mitra, Sujit Gokhale, Andrew Bunyea, Janice Clauer, Krishna Pawan Punuru, Sanjay Sreeram, Gisu Eom, Benjamin Sultan, Vrushali Mahajan, Eliot Austin, Koteswararao Makkena, Sean O’Keeffe, Tommy Polanco, Ayesha Rasool, William J. Salerno, Lance Zhang, Boris Boutkov, Evan Edelstein, Alexander Gorovits, Ju Guan, Alicia Hawes, Olga Krasheninina, Adam J. Mansfield, Evan K. Maxwell, Suying Bao, Kathie Sun, Chuanyi Zhang, Manuel Allen Revez Ferreira, Kathy Burch, Adrian Campos, Lei Chen, Sam Choi, Liron Ganel, Sheila Gaynor, Benjamin Geraghty, Akropravo Ghosh, Salvador Romero Martinez, Christopher Gillies, Lauren Gurski, Joseph Herman, Michael Kessler, Jack Kosmicki, Adam Locke, Priyanka Nakka, Anthony Marcketta, Arden Moscati, Aditeya Pandey, Anita Pandit, Jonathan Ross, Carlo Sidore, Eli Stahl, Maria Suciu, Peter VandeHaar, Sailaja Vedantam, Scott Vrieze, Rujin Wang, Kuan-Han Wu, Bin Ye, Blair Zhang, Olivier Delaneau, Maya Ghoussaini, Jingning Zhang, Brian Hobbs, Jon Silver, William Palmer, Rita Guerreiro, Jan Freudenberg, Amit Joshi, Antoine Baldassari, Cristen Willer, Sarah Graham, Jonas Bille Nielsen, Mary Hass, Niek Verweij, George Hindy, Jonas Bovijn, Tanima De, Parsa Akbari, Luanluan Sun, Olukayode Sosina, Arthur Gilly, Peter Dornbos, Juan Rodriguez-Flores, Moeen Riaz, Manav Kapoor, Gannie Tzoneva, Momodou W. Jallow, Anna Alkelai, Ariane Ayer, Veera Rajagopal, Sahar Gelfman, Vijay Kumar, Jacqueline Otto, Neel Parikshak, Aysegul Guvenek, Jose Bras, Silvia Alvarez, Jessie Brown, Jin He, Hossein Khiabanian, Marcus B. Jones, Esteban Chen, Jaimee Hernandez, Michelle G. LeBlanc, Jason Mighty, Nirupama Nishtala, Nadia Rana, Jennifer Rico-Varela, Jonathan R. Emberson, Jonathan R. Emberson, Richard Peto, Abraham Garduño-Martinez, Abril Garcia-Lopez, Adrian Abarca-Cardoso, Adriana Caballero-Mondragon, Adriana Gutierrez-Parra, Adriana Leticia Diaz-Avila, Alan Emiliano Bautista-Hernandez, Alberto Méndez-Villalba, Aldo Shaid Ramos-Hernandez, Alejandra Alejo-Salazar, Alejandra Angelica Perez-Moncada, Alejandra Martinez, Alejandra Peralta-Gallardo, Alejandro Flores-Magana, Alfa Izamar Benitez-Garcia, Alicia González-Castillo, Alicia Villegas-Esparza, Alma Delia Morales-Bravo, Alma Fernanda Mora-Negrete, Alma Hernandez-Galicia, Alma Rosa Arenas-García, Alma Rosa Valentin-Martinez, Amalia Paredes-Rojas, Ambar Nayeli Flores-Sanchez, Amelia Ortiz-Jaen, America Juarez-Salazar, América Victoria Cervantes-Torres, Amparo Luviano-Martínez, Ana del Carmen Alejandro-Perez, Ana Dominguez-Alvarado, Ana Isabel Fuentes-Alvarado, Ana Karen Arreola-Olvera, Ana Laura Bautista-Sanchez, Ana Lilia Enríquez-Álvarez, Ana Lilia Reynoso-Valverde, Ana María Isidro-Cid, Ana Montserrat Lechuga-Mendoza, Andrea Esquivel-Mejía, Andrea Galvino-Antonio, Andrea Gomez-Luna, Andres Martinez-Martinez, Anel Aragón-Domínguez, Angelica Gamboa-Romero, Angelica Guerrero, Angelica Ruiz-Hernandez, Antonia González-María, Araceli Martínez-Santana, Araceli Rojas-Vásquez, Arcelia Rojas-Santamaría, Armida Sánchez-Corral, Athzin Berenice Rosas-Avila, Beatriz Cruz-Acevedo, Beatriz Gonzalez-Ibañes, Beatriz Rojas, Beatriz Velázquez-Mancilla, Belen Escalona-Franco, Bernardo Ochoa-Morales, Braulio Rivera-Cortés, Brenda Castañeda-Gazpar, Brenda J. Calderon-Garcia, Brenda Jimena Jimenez-Gutierrez, Brian Orlando Sanchez-Martin, Carlos Alberto Toxqui-Rico, Carlos Antonio Clemente-Montano, Carlos Daniel Jimenez-Gutierrez, Casandra Alvarez-Meneses, Catalina Gasca-Velázquez, Cecilia Luna-Barroso, César Marín-Pérez, Cinthia Calderon-Camacho, Cinthia Hernandez-Perez, Cinthia Xóchitl Hernández-Peralta, Clarinet Castillo-Rioja, Claudia Bustamante-Durán, Claudia Elizabeth Espinosa-Quintana, Claudia Lilia Galicia-Flores, Claudia Lizbeth Villagomez-Piña, Cynthya Berenice Sierra-Martinez, Daniel Fernández-Corona, Daniel Ordaz-Jiménez, Daniela Oreli Hernandez-Castillo, Daniela Ramirez-Aranda, Dante Zazhil Lopez-Guzman, Diana del Monte-Homobono, Diana Isabel Gonzalez-Enciso, Diana Laura Bolanos-Hernandez, Edith Elizabeth Valdez-Solano, Edith Gonzalez-Torres, Edson Alfonso Mercado-Hernández, Eduardo Alvarado-Valle, Elisa Morales-Martinez, Elizabet Gonzalez, Elsa Yadira Díaz-Martínez, Elvia Isabel Vázquez-Torres, Elvira Ramos-Mendoza, Emiliano del Rio-Gonzalez, Erika Alpizar-Flores, Erika García-García, Erika Pérez-Romero, Esmeralda Sanchez-Martinez, Estefania Perez-Perez, Estela Beatriz López-García, Estela Elisabeth Moran-De Los Santos, Esther Jerónimo-Hernández, Eva María Estefes-Hernández, Evelin Sanchez-Alvarez, Felipe de Jesus Ramirez-Tinajero, Felipe Rivera-Cortés, Francisca Ana Yetzy Lopez-Tellez, Francisco Barajas-Soto, Francisco Javier Garcia-Gonzalez, Francisco Javier Ruvalcaba-López, Gabriel Enrique Jimenez-Vasquez, Gabriela López-Villaseca, Gabriela Paredes-Cruz, Gabriela Rivera-Arredondo, Gardenia Nieto-Valenciano, Genaro Balderas-Martinez, Genoveva Limon, Gerardo Álvarez-Mancilla, Gerardo Fernando Gómez-Dorantes, Gladis Villegas-Ramirez, Gloria Cruz-Angeles, Gloria Hernández-Buendía, Grecia Jimenez-Perez, Guadalupe América Juárez-Salazar, Guadalupe Garduño-Loyola, Hector Hugo Villaseñor-Flores, Hector M. Velasco, Hector Valentin Villanueva-Cervantes, Hectorchavez Mendiola, Hilda Nelly Rodríguez-Neria, Hipatia Lobato-Garcia, Hortencia Torres-Morales, Idith Fabiola Hernández-Peralta, Ingrid Alejandra Ochoa-Ramos, Irais Morales-Casillas, Irene Abuhatab, Irma Garduño-Medina, Irma Palacios-Rivas, Irving Hernandez-Machuca, Irving Israel Ramirez-Ramirez, Isabel Dominguez-Ursula, Isamar Prado-Morales, Israel Adrian Barrios-Custodia, Ivan Abrajan-García, Ivonne Jazmín Aguilar-Flores, Jaime Alfonso Rodriguez-Castro, Jaime Lee Alvarado-Lopez, Jaqueline Guadarrama-Fernández, Jaqueline Lopez-Lopez, Jaredhia Nathaly Pablo-Bautista, Jedini Paola Martinez-Ramirez, Jennifer Mendoza-Mendoza, Jessica Elena Vázquez-Bustamamnte, Joaquín Edmundo Ramírez-Gonzalez, Jorge Hernández-Arellano, Jorge L. Ocana-Monroy, Jorge Ricardo Medina-Torres, Jose Alberto Zavala-Barrera, Jose Cristian Alexis Lemus-Enciso, José Juan Barajas-Gónzalez, José Juan Castañeda-Dorantes, Jose Luis Ocana-Monroy, Josefina Alvarado-Calderón, Josefina Sanchez-Escudero, Joselyn Adali Garcia-Pantoja, Juan Adan Hernandez-Salinas, Juan Carlos Cruz-Hernandez, Juan Carlos Medina-Hernández, Juan Carlos Rodríguez-Ramírez, Juan Gabriel Pérez-Álvarez, Juan Pablo Hernandez-Canales, Juan Rubén Marines-Álvarez, Juana Patricia Romero-Becerril, Julio César Gómez-Dorantes, Julio Ortiz-Sanchez, Karina Adriana Ramos-Perez, Karina Ayala-Escamilla, Karina Sánchez-Ramírez, Karla Patricia Zárate-Barrios, Laura Arroyo-Garfias, Laura Cordoba-Barrios, Laura Limon-Espinoza, Laura Magallón-Nava, Lesley Geraldine Rodriguez-Camacho, Leslie Andrea Avendano-Baltierra, Leslie Nancy Rubio-Rojas, Leticia Cruz-Castañeda, Leticia Martínez-Morales, Lezly Fernanda Arias-Lezama, Lilia Reséndiz-Galván, Liliana Rodríguez-Ayala, Liliana Solano-Vazquez, Lina Velazco-Valdez, Lizbeth Armendáriz-Zahuantitla, Lizbeth Castro, Lucía Torres-Vázquez, Luis Antonio Loa-Orellana, Luis Arturo Vazquez-Padilla, Luis Brandon Toriz-Nava, Luis Ivan Salcedo-Sandoval, Luis Manuel Valdez-Rivera, Luz Xochiquetzalit Morales-Torres, Maciel Areli Camacho-Estrella, Macrina Tapia-Gómez, Magali Abigail Caballero-Sanchez, Magaly Lizbeth Martínez-López, Magdalena Sánchez-Salinas, Marco Antonio Gonzalez-Carranza, Marco Antonio Montes-Mérida, Marco Antonio Salazar-Giron, Margarita Mirta Torres-Rodríguez, María Alejandra Meléndez-Hernández, María Alejandra Ramos-Mendoza, Maria Alexandra Dominguez-Romero, María Antonia-González, María Aurora Pérez-Vargas, María Beatriz Rojas-Aguilar, María Cristina Ruiz-Flores, Maria de los A ngeles Chavez-Corona, María del Carmen Montiel-Pérez, María del Carmen Novelo-Aguilar, María Elena Espinoza-Pérez, María Elena González-Ruiz, María Estela Maya-Colin, Maria Fernanda Kennedy-Vazquez, Maria Hernandez-Soler, María Isabel Medina-Torales, María Olvera-González, Maria Priscila Hernandez-Melendez, María Teresa Villa-Botello, Mariana Andrea Labastida-Luna, Mariana Bolanos-Orduna, Maribel Rodríguez-Ledezma, Marisol Gomez-Collado, Marisol López-Arredondo, Marissa Villa-Ayala, Martha Alvarez-Marin, Martha Decimo-Canales, Martha Flores-Hernández, Martin Flores-Ortiz, Martin Linas-Sanchez, Mauricio Marin-Sanchez, Mayeli Salado-Bazán, Mayra Chagolla-Reyes, Mayranni Marquez-Jimenez, Miguel Angel Martinez-Medina, Miguel Salgado-Martinez, Misael Olivos-Rivera, Moisés Sánchez-Cejudo, Mónica Ernestina Gónzalez-Ramos, Monica Gomez-Abad, Mónica Irineo-Ugarte, Mónica Martínez, Mónica Martínez-Márquez, Nancy Abigail Castillo-Ramos, Nancy Patricia Hernández-Galicia, Natalia Guadalupe Elizarraras-Torres, Natalia Tinoco-Hernandez, Neri Reyna-Salgado, Noé Velázquez-Mandujano, Noemí Zurita-Morán, Norma Alicia Esteban-Cruz, Norma Angelica Orbe-Sierra, Norma Patricia Solís-Calvillo, Oliverio Rivera-Cortez, Omar Santiago-Perez, Oswaldo Hernandez-Camacho, Oswaldo Israel Gómez-Dorantes, Patricia Andrés-Gutiérrez, Patricia Cuarenta-Medina, Patricia Rez, Patricio Marquez-Espino, Paula Morales-Godinez, Paulina Monserrat Montano-Rojas, Ramses Alejandro Bravo-Juarez, Reyna Aurora Garza-Zepeda, Reyna Margarita Contreras-Hernández, Ricardo Manuel Ruiz-Zepeda, Ricardo Marquez-Nunez, Roberto Fabian Pelaez-Granados, Roberto Solera-Calvo, Rocío Hernández-López, Rosalinda García-Anaya, Rosario Dafne Lujan-Velazquez, Rosario Pérez Rul-Rivero, Rosaura Vazquez-Reyes, Rubén Espinoza-Peña, Ruperto García-Pérez, Salomón González-Garrido, Samantha Nayeli-De la Rosa Rodríguez, Sandra Lizbet Colon-Serrano, Sanjuana García-Hernández, Santiago Olvera-Arriaga, Santos Pérez-Gallardo, Sara Heras-Santiago, Sara Yazmin Flores-Jimenez, Sarahi Montiel-Sanchez, Sérgio César Bruno-Baltazar, Sheila Cruz-Martinez, Sibyl Nadir Luna-Ramírez, Silvia Ávila-Jaen, Silvia Cervantes-Saldívar, Socrates Cardenas-Valencia, Sonia Angélica Saldívar-Sánchez, Tania Michelle Sanchez-Damiz, Tomás Dorantes-Rosas, Vera Lopez-Sanchez, Verónica Colín-Hernández, Veronica Perez-Elizalde, Veronica Sanchez-Ortega, Verónica Santos-Sánchez, Veronica Velasco-Nava, Vianey Hernandez-Piña, Violeta Flores-Ramírez, Viridiana Ruiz-Gonzalez, Xiadani Paulina Mejia-Villegas, Xóchitl Cano-Goméz, Yacquelín Mondragón-Martínez, Yamili Evaristo-Montes, Yaquelinne Carcia-Muñoz, Yaxum Mendoza-Rocafuerte, Yazmin Parra-Ortega, Yeni Guadalupe Guadarrama-Fernández, Yojahira Martinez-Morales, Zaira Rebeca Martinez-Vite, Zoraida Lucio-Olmedo, Fernando Rivas-Reyes, Raúl Ramírez-Reyes, Adrián Garcilazo-Ávila, Carlos Gonzáles-Carballo, Diego Aguilar-Ramírez, Doreen Zhu, Eirini Trichia, Erwin Chiquete, Fiona Bragg, Gary Whitlock, Louisa Gnatiuc Friedrichs, Natalie Staplin, Omar Yaxmehen Bello-Chavolla, Richard Haynes, Robert Clarke, Sarah Lewington, William Herrington, Alejandra Vergara, Elizabeth Barrera-Sánchez, Georgina Del Vecchyo-Tenorio, Margarita González-Ruiz, Paulina Baca-Peynado, Tianshu Liu, Yunhe Wang, Adriana Lucrecia Wong y. Wong, Clementina Magos, Fredrik Romer, Herendira Zambrano Martínez, James Wheeler, Kathleen Emmens, Linda Youngman, Martin Radley, Martha Solano Sanchez, Matthew Lacey, Michael R. Hill, Nigel Plunkett, Paul Taylor, Richard Shellard, Sarah Clark, Tim Williams, Gustavo Olaiz Fernandez, Lisa Holland, Malaquias López Cervantes, Aris Baras, Michael R. Hill, Jonathan R. Emberson, Jonathan Marchini, Pablo Kuri-Morales, Roberto Tapia-Conyer

PMC · DOI: 10.1038/s41586-023-06595-3 · Nature · 2023-10-11

## TL;DR

This study provides genetic data from 150,000 adults in Mexico City, revealing ancestry diversity and creating resources for future genetic research in Mexican and Hispanic/Latino populations.

## Contribution

The study generates a large-scale genetic dataset and a new imputation reference panel for Indigenous Mexican ancestry.

## Key findings

- The study found high relatedness and ancestry heterogeneity among participants with significant Indigenous Mexican, European, and African ancestry.
- Indigenous Mexican genomic segments showed lower coding variation and more homozygous loss-of-function variants compared to African and European segments.
- A new imputation reference panel was developed that outperforms existing panels for individuals with high Indigenous Mexican ancestry.

## Abstract

The Mexico City Prospective Study is a prospective cohort of more than 150,000 adults recruited two decades ago from the urban districts of Coyoacán and Iztapalapa in Mexico City1. Here we generated genotype and exome-sequencing data for all individuals and whole-genome sequencing data for 9,950 selected individuals. We describe high levels of relatedness and substantial heterogeneity in ancestry composition across individuals. Most sequenced individuals had admixed Indigenous American, European and African ancestry, with extensive admixture from Indigenous populations in central, southern and southeastern Mexico. Indigenous Mexican segments of the genome had lower levels of coding variation but an excess of homozygous loss-of-function variants compared with segments of African and European origin. We estimated ancestry-specific allele frequencies at 142 million genomic variants, with an effective sample size of 91,856 for Indigenous Mexican ancestry at exome variants, all available through a public browser. Using whole-genome sequencing, we developed an imputation reference panel that outperforms existing panels at common variants in individuals with high proportions of central, southern and southeastern Indigenous Mexican ancestry. Our work illustrates the value of genetic studies in diverse populations and provides foundational imputation and allele frequency resources for future genetic studies in Mexico and in the United States, where the Hispanic/Latino population is predominantly of Mexican descent.

Genotype and exome sequencing of 150,000 participants and whole-genome sequencing of 9,950 selected individuals recruited into the Mexico City Prospective Study constitute a valuable, publicly available resource of non-European sequencing data.

## Full-text entities

- **Genes:** GPR75 (G protein-coupled receptor 75) [NCBI Gene 10936] {aka GPRchr2, WI31133}, MC4R (melanocortin 4 receptor) [NCBI Gene 4160] {aka BMIQ20}, SLC24A5 (solute carrier family 24 member 5) [NCBI Gene 283652] {aka JSX, NCKX5, OCA6, SHEP4}, HLA-C (major histocompatibility complex, class I, C) [NCBI Gene 3107] {aka D6S204, HLA-JY3, HLAC, HLC-C, MHC, PSORS1}, MAP3K15 (mitogen-activated protein kinase kinase kinase 15) [NCBI Gene 389840] {aka ASK3, bA723P2.3}, IGF2 (insulin like growth factor 2) [NCBI Gene 3481] {aka C11orf43, GRDF, IGF-II, PP9974, SRS3}, SLC16A11 (solute carrier family 16 member 11) [NCBI Gene 162515] {aka MCT 11, MCT11}, INHBE (inhibin subunit beta E) [NCBI Gene 83729], CETN2 (centrin 2) [NCBI Gene 1069] {aka CALT, CEN2}
- **Diseases:** rare disorders (MESH:D035583), Cancer (MESH:D009369), ROH (MESH:D020195), diabetes (MESH:D003920), IBD (MESH:D009105), Type 2 Diabetes (MESH:D003924), Oto-mangue (MESH:D019280), AMR (MESH:D006478), CLM (MESH:D055191), obesity (MESH:D009765), CDI (MESH:D020790), skin pigmentation (MESH:D010859)
- **Species:** Homo sapiens (human, species) [taxon 9606], Nicotiana tabacum (American tobacco, species) [taxon 4097]
- **Mutations:** rs75493593, rs1426654, rs79783591, rs149483638
- **Cell lines:** MCPS — Homo sapiens (Human), Breast carcinoma, Cancer cell line (CVCL_L114)

## Full text

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## Figures

17 figures with captions in the complete paper: https://tomesphere.com/paper/PMC10600010/full.md

## References

40 references — full list in the complete paper: https://tomesphere.com/paper/PMC10600010/full.md

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Source: https://tomesphere.com/paper/PMC10600010